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.