Triple
T1022158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Section 8 Housing Choice Voucher Program |
E22061
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Project-Based Voucher Program
The Project-Based Voucher Program is a federal housing assistance initiative in which rental subsidies are attached to specific privately owned units to provide long-term affordable housing for low-income households.
|
E121768
|
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: Project-Based Voucher Program | Statement: [Section 8 Housing Choice Voucher Program, relatedTo, Project-Based Voucher Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Project-Based Voucher Program Context triple: [Section 8 Housing Choice Voucher Program, relatedTo, Project-Based Voucher Program]
-
A.
Community Development Block Grant program
The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
-
B.
National Programme on Technology Enhanced Learning
The National Programme on Technology Enhanced Learning (NPTEL) is an initiative by the Indian Institutes of Technology and the Indian Institute of Science that offers free online courses and video lectures to enhance engineering, science, and technology education across India.
-
C.
The Transitional Program
The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
-
D.
Microloan Program
The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
-
E.
Lifeline program
The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
- 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: Project-Based Voucher Program Triple: [Section 8 Housing Choice Voucher Program, relatedTo, Project-Based Voucher Program]
Generated description
The Project-Based Voucher Program is a federal housing assistance initiative in which rental subsidies are attached to specific privately owned units to provide long-term affordable housing for low-income households.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Project-Based Voucher Program Target entity description: The Project-Based Voucher Program is a federal housing assistance initiative in which rental subsidies are attached to specific privately owned units to provide long-term affordable housing for low-income households.
-
A.
Community Development Block Grant program
The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
-
B.
National Programme on Technology Enhanced Learning
The National Programme on Technology Enhanced Learning (NPTEL) is an initiative by the Indian Institutes of Technology and the Indian Institute of Science that offers free online courses and video lectures to enhance engineering, science, and technology education across India.
-
C.
The Transitional Program
The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
-
D.
Microloan Program
The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
-
E.
Lifeline program
The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7dead9c8190a0f8d4ef48e6c809 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bb63f14819098f5e32af3b98508 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3de4fbb88190855cf92af51fe70b |
completed | March 7, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3e45d9e88190bc88d037c00c3ecc |
completed | March 7, 2026, 3:03 p.m. |
Created at: March 1, 2026, 7:41 p.m.