Triple
T7460875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cross‑Servicing Program |
E176244
|
entity |
| Predicate | requiresReferralOf |
P77214
|
FINISHED |
| Object | eligible delinquent debts from federal agencies |
—
|
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: eligible delinquent debts from federal agencies | Statement: [Cross‑Servicing Program, requiresReferralOf, eligible delinquent debts from federal agencies]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresReferralOf Context triple: [Cross‑Servicing Program, requiresReferralOf, eligible delinquent debts from federal agencies]
-
A.
supportsReferral
Indicates that one entity enables, accepts, or facilitates referrals being made to another entity or service.
-
B.
requiredBy
Indicates that one entity depends on or cannot function properly without another entity being present, completed, or satisfied.
-
C.
requiresConsultationWith
Indicates that performing an action or making a decision depends on first obtaining input, approval, or advice from a specified party.
-
D.
requiresAssistanceFrom
Indicates that one entity depends on help, support, or intervention from another entity to perform an action or fulfill a need.
-
E.
requires
Indicates that one entity must exist, occur, or be satisfied before another entity can exist, occur, or be carried out.
- F. None of above. chosen
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_69c69f21632481908bf83f6c6da897e3 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f3d525708190b7838e07ac2fbe1f |
completed | March 27, 2026, 9:17 p.m. |
| PD | Predicate disambiguation | batch_69c6f03bad9c8190bdd5abb86d37df47 |
completed | March 27, 2026, 9:01 p.m. |
| PDg | Predicate description generation | batch_69c6f386daac81908ded91b397b44148 |
completed | March 27, 2026, 9:15 p.m. |
Created at: March 27, 2026, 3:38 p.m.