Triple

T9411202
Position Surface form Disambiguated ID Type / Status
Subject Texas Local Government Code E226710 entity
Predicate hasPart P35 FINISHED
Object Title 4 Finances
Title 4 Finances is a section of the Texas Local Government Code that governs financial administration, budgeting, taxation, and fiscal management for local governmental entities in Texas.
E798025 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Title 4 Finances | Statement: [Texas Local Government Code, hasPart, Title 4 Finances]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title 4 Finances
Context triple: [Texas Local Government Code, hasPart, Title 4 Finances]
  • A. Subtitle IV – Money
    Subtitle IV – Money is a portion of Title 31 of the United States Code that sets out federal laws governing U.S. currency, coinage, and related monetary authorities and operations.
  • B. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • C. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • D. Title IV
    Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
  • E. Title 47 – Revenue and Taxation
    Title 47 – Revenue and Taxation is the section of the Louisiana Revised Statutes that sets forth the state’s laws governing taxes, fees, and related revenue measures.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Title 4 Finances
Triple: [Texas Local Government Code, hasPart, Title 4 Finances]
Generated description
Title 4 Finances is a section of the Texas Local Government Code that governs financial administration, budgeting, taxation, and fiscal management for local governmental entities in Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title 4 Finances
Target entity description: Title 4 Finances is a section of the Texas Local Government Code that governs financial administration, budgeting, taxation, and fiscal management for local governmental entities in Texas.
  • A. Subtitle IV – Money
    Subtitle IV – Money is a portion of Title 31 of the United States Code that sets out federal laws governing U.S. currency, coinage, and related monetary authorities and operations.
  • B. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • C. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • D. Title IV
    Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
  • E. Title 47 – Revenue and Taxation
    Title 47 – Revenue and Taxation is the section of the Louisiana Revised Statutes that sets forth the state’s laws governing taxes, fees, and related revenue measures.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca843280488190bc65600e843ef9e6 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd525785d48190a76c9940712e093a completed April 1, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d107ab67808190a9184c0e8c2e727f completed April 4, 2026, 12:44 p.m.
NEDg Description generation batch_69d1083039948190b32f8854b31f53c2 completed April 4, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69d108dbc1948190967c56ad877659cb completed April 4, 2026, 12:49 p.m.
Created at: March 30, 2026, 7:47 p.m.