Triple
T15983445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 95-128 |
E387631
|
entity |
| Predicate | componentOfPolicyArea |
P26131
|
FINISHED |
| Object | United States housing policy |
E3996
|
NE FINISHED |
How this triple was built (3 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: United States housing policy | Statement: [Public Law 95-128, componentOfPolicyArea, United States housing policy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States housing policy Context triple: [Public Law 95-128, componentOfPolicyArea, United States housing policy]
-
A.
United States housing policy
chosen
United States housing policy encompasses the federal, state, and local laws, programs, and regulations that shape housing availability, affordability, quality, and urban development across the country.
-
B.
United States Housing Acts
The United States Housing Acts are a series of federal laws that established and expanded public housing and urban redevelopment programs to improve housing conditions for low-income Americans.
-
C.
Housing Finance Reform
Housing Finance Reform refers to legislative efforts aimed at restructuring and stabilizing the U.S. housing finance system, particularly the regulation and oversight of mortgage markets and related institutions.
-
D.
United States mortgage industry
The United States mortgage industry is the vast financial sector that originates, funds, services, and securitizes home loans, playing a central role in American housing finance and the broader economy.
-
E.
United States economic policy
United States economic policy encompasses the federal government’s strategies and actions on taxation, spending, monetary regulation, trade, and financial oversight aimed at managing economic growth, stability, and employment.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: componentOfPolicyArea Context triple: [Public Law 95-128, componentOfPolicyArea, United States housing policy]
-
A.
isPartOfPolicyArea
chosen
Indicates that one policy, topic, or issue belongs to, falls under, or is categorized within a broader policy area or domain.
-
B.
commonPolicyArea
Indicates that two entities share the same policy domain, topic, or area of regulatory or legislative focus.
-
C.
isResponsibleForPolicyArea
Indicates that an entity has primary authority or accountability for developing, overseeing, or managing a particular policy area.
-
D.
hasPolicyArea
Indicates that an entity (such as a policy, program, or initiative) is associated with or pertains to a specific policy area or domain.
-
E.
supportsPolicyArea
Indicates that one entity endorses, advocates for, or is in favor of a particular policy area or domain of public policy.
- F. None of above.
Provenance (4 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e17d4d08f481909f38b75e3f42d9ab |
completed | April 17, 2026, 12:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3cdf7848190848e9081027dc027 |
completed | May 9, 2026, 11:31 p.m. |
| PD | Predicate disambiguation | batch_69e142d9d8e881909b559a3e3ca21d24 |
completed | April 16, 2026, 8:13 p.m. |
Created at: April 10, 2026, 4:54 a.m.