Triple
T4892683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CDBG |
E109600
|
entity |
| Predicate | requiresBenefitStandard |
P55857
|
FINISHED |
| Object | primarily benefit low- and moderate-income persons |
—
|
LITERAL FINISHED |
How this triple was built (2 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: primarily benefit low- and moderate-income persons | Statement: [CDBG, requiresBenefitStandard, primarily benefit low- and moderate-income persons]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresBenefitStandard Context triple: [CDBG, requiresBenefitStandard, primarily benefit low- and moderate-income persons]
-
A.
hasBenefit
Indicates that one entity provides an advantage, improvement, or positive outcome to another entity.
-
B.
criterionForBenefits
chosen
Indicates that something serves as a condition or standard that must be met in order for an entity to receive certain benefits.
-
C.
beneficiaryRequirement
Indicates that one entity has a requirement specifying who or what must be the beneficiary of a particular action, service, or resource.
-
D.
benefitAdministered
Indicates that a benefit (such as aid, service, or entitlement) has been formally provided or delivered to an eligible recipient by an administering party.
-
E.
benefitsState
Indicates that one entity provides an advantage, improvement, or positive outcome to a state or governmental entity.
- F. None of above.
Provenance (3 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_69bd4410bbf88190aad50d2451c863d6 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6ffabccc81909115ece1b04e2061 |
completed | March 20, 2026, 4:04 p.m. |
| PD | Predicate disambiguation | batch_69bd6c2e7b5c8190b8bf9d616dfa24f0 |
completed | March 20, 2026, 3:47 p.m. |
Created at: March 20, 2026, 1:28 p.m.