Triple

T11975442
Position Surface form Disambiguated ID Type / Status
Subject Public Law 111-84 E285027 entity
Predicate containsTitle P3254 FINISHED
Object Military Construction and Family Housing
Military Construction and Family Housing is a legislative title within U.S. defense authorization law that governs funding and policies for building and maintaining military facilities and housing for service members and their families.
E957292 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: Military Construction and Family Housing | Statement: [Public Law 111-84, containsTitle, Military Construction and Family Housing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Military Construction and Family Housing
Context triple: [Public Law 111-84, containsTitle, Military Construction and Family Housing]
  • A. Ministry of Defense administrative buildings
    The Ministry of Defense administrative buildings are government office complexes that house the administrative and command functions of the defense ministry within the Esplanade of the Ministries.
  • B. Instituto de Vivienda, Infraestructura y Equipamiento de la Defensa
    The Instituto de Vivienda, Infraestructura y Equipamiento de la Defensa is a Spanish public body responsible for managing housing, infrastructure, and facilities in support of the country’s defense and military personnel.
  • C. U.S. Army bases
    U.S. Army bases are military installations across the United States and abroad that support Army training, operations, logistics, and personnel housing.
  • D. United States Department of Defense infrastructure
    United States Department of Defense infrastructure refers to the nationwide network of military bases, facilities, and support systems that enable the U.S. armed forces to operate, train, and project power.
  • E. National Army cantonment system
    The National Army cantonment system was a network of large, purpose-built U.S. Army training camps established during World War I to rapidly mobilize and prepare conscripted soldiers for service.
  • 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: Military Construction and Family Housing
Triple: [Public Law 111-84, containsTitle, Military Construction and Family Housing]
Generated description
Military Construction and Family Housing is a legislative title within U.S. defense authorization law that governs funding and policies for building and maintaining military facilities and housing for service members and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Military Construction and Family Housing
Target entity description: Military Construction and Family Housing is a legislative title within U.S. defense authorization law that governs funding and policies for building and maintaining military facilities and housing for service members and their families.
  • A. Ministry of Defense administrative buildings
    The Ministry of Defense administrative buildings are government office complexes that house the administrative and command functions of the defense ministry within the Esplanade of the Ministries.
  • B. Instituto de Vivienda, Infraestructura y Equipamiento de la Defensa
    The Instituto de Vivienda, Infraestructura y Equipamiento de la Defensa is a Spanish public body responsible for managing housing, infrastructure, and facilities in support of the country’s defense and military personnel.
  • C. U.S. Army bases
    U.S. Army bases are military installations across the United States and abroad that support Army training, operations, logistics, and personnel housing.
  • D. United States Department of Defense infrastructure
    United States Department of Defense infrastructure refers to the nationwide network of military bases, facilities, and support systems that enable the U.S. armed forces to operate, train, and project power.
  • E. National Army cantonment system
    The National Army cantonment system was a network of large, purpose-built U.S. Army training camps established during World War I to rapidly mobilize and prepare conscripted soldiers for service.
  • 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903926690819090e7ce982f103457 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4598d62a8819087f83912d1e45b27 completed May 1, 2026, 7:43 a.m.
NEDg Description generation batch_69f45f8b1bc0819099574002cc131000 completed May 1, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69f464ad85ac8190ae49f19cedb7d88a completed May 1, 2026, 8:30 a.m.
Created at: April 8, 2026, 9:46 p.m.