Triple

T8663136
Position Surface form Disambiguated ID Type / Status
Subject Public Law 100-430 E205596 entity
Predicate shortName P43 FINISHED
Object FHAA
FHAA is the commonly used abbreviation for the Fair Housing Amendments Act, a U.S. federal law that expanded and strengthened protections against housing discrimination.
 E749234 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: FHAA | Statement: [Public Law 100-430, shortName, FHAA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FHAA
Context triple: [Public Law 100-430, shortName, FHAA]
  • A. HHFA
    HHFA is the acronym for the former U.S. federal Housing and Home Finance Agency, which oversaw national housing and urban development programs before the creation of the Department of Housing and Urban Development (HUD).
  • B. HFA
    HFA is the IATA airport code for Haifa Airport, a regional airport serving the city of Haifa in northern Israel.
  • C. FDHA
    The FDHA is Switzerland’s Federal Department of Home Affairs, responsible for areas such as social insurance, public health, culture, and statistics at the national level.
  • D. CHFFA
    CHFFA is the acronym for the California Health Facilities Financing Authority, a state agency that provides financing to nonprofit and public health care institutions in California.
  • E. HAA
    HAA is the Harvard Alumni Association, the organization that connects and serves Harvard University’s global community of alumni.
  • 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: FHAA
Triple: [Public Law 100-430, shortName, FHAA]
Generated description
FHAA is the commonly used abbreviation for the Fair Housing Amendments Act, a U.S. federal law that expanded and strengthened protections against housing discrimination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FHAA
Target entity description: FHAA is the commonly used abbreviation for the Fair Housing Amendments Act, a U.S. federal law that expanded and strengthened protections against housing discrimination.
  • A. HHFA
    HHFA is the acronym for the former U.S. federal Housing and Home Finance Agency, which oversaw national housing and urban development programs before the creation of the Department of Housing and Urban Development (HUD).
  • B. HFA
    HFA is the IATA airport code for Haifa Airport, a regional airport serving the city of Haifa in northern Israel.
  • C. FDHA
    The FDHA is Switzerland’s Federal Department of Home Affairs, responsible for areas such as social insurance, public health, culture, and statistics at the national level.
  • D. CHFFA
    CHFFA is the acronym for the California Health Facilities Financing Authority, a state agency that provides financing to nonprofit and public health care institutions in California.
  • E. HAA
    HAA is the Harvard Alumni Association, the organization that connects and serves Harvard University’s global community of alumni.
  • 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_69ca83516ae88190aefe034b3bc589e3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc4872a190819087d679f3006bd030 completed March 31, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd0518248190ba0d3a87d11dff86 completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8e5afc8190912b6eb9c80dd073 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf8ee4f48190bb901e35ade91b6c completed April 2, 2026, 8:20 p.m.
Created at: March 30, 2026, 6:30 p.m.