Triple

T11729214
Position Surface form Disambiguated ID Type / Status
Subject Public Law 99-145 E278855 entity
Predicate hasTitle P38 FINISHED
Object Title IV—Military Personnel Authorizations
Title IV—Military Personnel Authorizations is a section of U.S. defense legislation that sets authorized end strengths and related personnel levels for the armed forces.
E943138 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 IV—Military Personnel Authorizations | Statement: [Public Law 99-145, hasTitle, Title IV—Military Personnel Authorizations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV—Military Personnel Authorizations
Context triple: [Public Law 99-145, hasTitle, Title IV—Military Personnel Authorizations]
  • A. 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.
  • 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 VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations
    Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations is a section of U.S. federal law that establishes special rules and protections for charitable trusts benefiting military personnel and certain government-related groups.
  • E. United States Code Title 7
    United States Code Title 7 is the portion of U.S. federal statutory law that governs agriculture and related programs, including rural development and farm support.
  • 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 IV—Military Personnel Authorizations
Triple: [Public Law 99-145, hasTitle, Title IV—Military Personnel Authorizations]
Generated description
Title IV—Military Personnel Authorizations is a section of U.S. defense legislation that sets authorized end strengths and related personnel levels for the armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV—Military Personnel Authorizations
Target entity description: Title IV—Military Personnel Authorizations is a section of U.S. defense legislation that sets authorized end strengths and related personnel levels for the armed forces.
  • A. 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.
  • B. 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.
  • 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 VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations
    Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations is a section of U.S. federal law that establishes special rules and protections for charitable trusts benefiting military personnel and certain government-related groups.
  • E. United States Code Title 7
    United States Code Title 7 is the portion of U.S. federal statutory law that governs agriculture and related programs, including rural development and farm support.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4d80ef881908cab956787ab07fd completed April 10, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef83e9efdc8190830f9b9cb5362b1c completed April 27, 2026, 3:42 p.m.
NEDg Description generation batch_69ef96b286e48190adf7224749f9a01c completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efb51a94508190ae3159ad4a9725c8 completed April 27, 2026, 7:12 p.m.
Created at: April 8, 2026, 9:41 p.m.