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1{2 "validation_errors": [],3 "doc_id": "jof_12620",4 "ontology_version": "1.0",5 "prompt_version": "1.0",6 "model": "claude-opus-5-5",7 "effort": "medium",8 "annotated_at": "2026-11-03T23:02:13+00:00",9 "source_sha256": "6f12d641ae05f4ba6e846b9a1743ba48ccec86f3925e517ce5c87e77b32183f5",10 "parser": "pymupdf-jof-heuristics-1.3",11 "payload_chars": 23155,12 "usage": {13  "input": 8256,14  "output": 2356,15  "cache_read": 3968,16  "cache_write": 017 },18 "cost_usd": 0.080938,19 "request_id": "req_011CggpxLktKSEqCHawdPPA2",20 "annotation": {21  "genre": "empirical",22  "subfield": "international_finance",23  "subfield_secondary": "asset_pricing; financial_intermediation_banking (limits to arbitrage, banking regulation)",24  "primary_method": "reduced_form_regression",25  "identification": {26   "estimand": "Size and persistence of CIP deviations (cross-currency basis), and the effect of bank balance-sheet constraints, proxied by quarter-end reporting, on the basis",27   "strategy": "Measure the basis with credit-risk-free instruments (GC repo, KfW bonds) to establish arbitrage net of transaction costs. Then run regressions with quarter-end indicator variables for contracts that cross the quarter-end balance-sheet date, compare the term structure of the basis, use IOER-based arbitrage as a balance-sheet cost proxy, and run an event study of ECB monetary policy announcements.",28   "key_assumptions": [29    "Repo and KfW instruments carry no credit-risk differences across currencies",30    "Contracts that cross the quarter-end differ from other contracts only through their appearance on banks' balance sheets on reporting dates",31    "Intraday yield changes around ECB announcements capture interest rate shocks"32   ],33   "threats_addressed": [34    "credit risk differences across Libor panels",35    "indicative nature of Libor quotes",36    "transaction costs (bid-ask)",37    "term-structure confounds in quarter-end effects"38   ],39   "causal_language_strength": 4,40   "uses_causal_claim": true41  },42  "abstract_moves": {43   "question": {44    "present": false,45    "sentence_index": -146   },47   "gap": {48    "present": true,49    "sentence_index": 150   },51   "method": {52    "present": false,53    "sentence_index": -154   },55   "results": {56    "present": true,57    "sentence_index": 058   },59   "magnitude": {60    "present": false,61    "sentence_index": -162   },63   "contribution": {64    "present": true,65    "sentence_index": 266   }67  },68  "introduction": {69   "moves": [70    {71     "paragraph_index": 0,72     "move": "motivation"73    },74    {75     "paragraph_index": 0,76     "move": "tension_or_puzzle"77    },78    {79     "paragraph_index": 0,80     "move": "preview_of_results"81    },82    {83     "paragraph_index": 0,84     "move": "mechanism_or_theory_sketch"85    },86    {87     "paragraph_index": 1,88     "move": "identification_defense"89    },90    {91     "paragraph_index": 2,92     "move": "preview_of_approach"93    },94    {95     "paragraph_index": 2,96     "move": "preview_of_results"97    },98    {99     "paragraph_index": 3,100     "move": "preview_of_results"101    },102    {103     "paragraph_index": 3,104     "move": "mechanism_or_theory_sketch"105    },106    {107     "paragraph_index": 4,108     "move": "preview_of_results"109    },110    {111     "paragraph_index": 5,112     "move": "preview_of_results"113    },114    {115     "paragraph_index": 6,116     "move": "related_literature_positioning"117    },118    {119     "paragraph_index": 7,120     "move": "related_literature_positioning"121    },122    {123     "paragraph_index": 7,124     "move": "literature_gap"125    }126   ],127   "contribution_paragraph_index": 0,128   "contribution_types": [129    "new_evidence",130    "resolution_of_puzzle"131   ],132   "roadmap_present": false,133   "literature_positioning_location": "inside_introduction"134  },135  "section_roles": [136   {137    "idx": 0,138    "role": "introduction"139   },140   {141    "idx": 1,142    "role": "data"143   },144   {145    "idx": 2,146    "role": "results"147   },148   {149    "idx": 3,150    "role": "theory"151   },152   {153    "idx": 4,154    "role": "results"155   },156   {157    "idx": 5,158    "role": "conclusion"159   },160   {161    "idx": 6,162    "role": "appendix"163   }164  ],165  "results_presentation": {166   "economic_significance_discussed": true,167   "statistical_significance_language": "unclear",168   "magnitude_statements_in_intro": true169  },170  "robustness": {171   "location": "none_seen",172   "types": []173  },174  "tables": {175   "convention_notes": "Notes define variables and sample periods and report means in basis points with standard deviations in parentheses. Regression tables define the quarter-end indicator variables. The KfW basis is defined by formula in the notes.",176   "units_stated_in_notes": true,177   "standard_errors_description": "unclear"178  },179  "figures": {180   "uncertainty_shown": "no"181  },182  "conclusion": {183   "bounded_claims": true,184   "policy_implications": true,185   "open_questions": true,186   "restates_contribution": true187  },188  "hedging": {189   "level": "moderate",190   "typical_devices": [191    "hypothesize",192    "point to",193    "appear",194    "consistent with",195    "can be rationalized by",196    "beyond the scope"197   ]198  },199  "claim_evidence": [200   {201    "claim": "Libor-based CIP has failed persistently for G10 currencies since 2008",202    "evidence_type": "table",203    "evidence_ref": "Table I; Figures 2, 4"204   },205   {206    "claim": "Repo-based basis implies arbitrage free of credit risk, net of transaction costs",207    "evidence_type": "table",208    "evidence_ref": "Table II"209   },210   {211    "claim": "KfW bond basis is nonzero for EUR, CHF and JPY, giving long-maturity arbitrage of about 10-20 bps",212    "evidence_type": "table",213    "evidence_ref": "Table III"214   },215   {216    "claim": "CIP deviations widen for contracts crossing quarter-ends, implying regulation affects prices",217    "evidence_type": "table",218    "evidence_ref": "Tables IV, V; Figure 5"219   },220   {221    "claim": "Balance-sheet cost proxies (IOER arbitrage) account for about two-thirds of CIP deviations",222    "evidence_type": "table",223    "evidence_ref": "Table VI; Figure 6"224   },225   {226    "claim": "Basis comoves with other near-risk-free spreads such as the KfW-bund basis and the Libor tenor basis",227    "evidence_type": "figure",228    "evidence_ref": "Figure 7"229   },230   {231    "claim": "Basis correlates with nominal interest rates in the cross section and in response to ECB shocks",232    "evidence_type": "figure",233    "evidence_ref": "Figures 8, 9"234   }235  ],236  "structural_summary": "The paper opens with market size and the textbook status of CIP, then frames postcrisis CIP violations as a puzzle for no-arbitrage and limits-of-arbitrage models. The introduction rules out credit risk and transaction costs, establishes arbitrage with repo and KfW instruments, and proposes a two-factor hypothesis: intermediary constraints combined with international funding and investment imbalances. It previews four stylized facts and positions the paper against the crisis-era CIP literature and intermediary asset pricing theory. Body sections proceed in order: definitions, arbitrage evidence, a verbal hypothesis section, and tests of the basis characteristics. The conclusion restates the four facts, points to welfare and monetary-transmission implications, and invites future research.",237  "writing_profile_keywords": [238   "puzzle framing",239   "stylized facts",240   "arbitrage documentation",241   "verbal hypothesis then tests",242   "quarter-end regulatory test",243   "cash-flow diagrams",244   "bps magnitudes"245  ],246  "confidence": 0.8,247  "notes": "Section III develops verbal hypotheses rather than a formal model and is labeled theory. Standard error type is not visible in the excerpts. The abstract ends with a fragment of the introduction's first sentence, which was ignored for sentence indexing (4 real sentences)."248 },249 "deterministic_checks": {250  "roadmap_regex": false,251  "contribution_regex_in_intro": false,252  "magnitude_in_abstract": false,253  "abstract_n_sentences": 5,254  "intro_n_paragraphs": 8,255  "intro_n_words": 1295,256  "causal_words_in_abstract": 2,257  "hedge_words_in_abstract": 2,258  "stars_mentioned": false,259  "clustered_se_mentioned": false,260  "internet_appendix_mentioned": true,261  "section_roles_rule": {262   "0": "introduction",263   "1": "other",264   "2": "other",265   "3": "other",266   "4": "other",267   "5": "conclusion",268   "6": "appendix"269  }270 },271 "schema_valid": true,272 "code_version": "feb6c9e-dirty"273}
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