Triple
T25433704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federally Qualified Health Center look-alikes |
E637321
|
entity |
| Predicate | mustDemonstrate |
P158508
|
FINISHED |
| Object | need for services in the service area |
—
|
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: need for services in the service area | Statement: [Federally Qualified Health Center look-alikes, mustDemonstrate, need for services in the service area]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mustDemonstrate Context triple: [Federally Qualified Health Center look-alikes, mustDemonstrate, need for services in the service area]
-
A.
mustExplain
Indicates that one entity is obligated to provide a clarification, justification, or detailed account to another entity.
-
B.
mustMeet
Indicates that one entity is required or obligated to have a meeting or encounter with another entity.
-
C.
mustActIn
Indicates that an entity is required or obligated to perform an action within a specified context, domain, or timeframe.
-
D.
mustTell
Indicates that one entity is obligated or required to inform or disclose something to another entity.
-
E.
mustEstablish
Indicates that one entity is obligated or required to create, set up, or formally establish another entity, condition, or relationship.
- 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_69e75db6c97081908178383fa632b193 |
completed | April 21, 2026, 11:21 a.m. |
| NER | Named-entity recognition | batch_69f5f6dd99f88190848a5bbee795aa17 |
completed | May 2, 2026, 1:06 p.m. |
| PD | Predicate disambiguation | batch_69f4683b34748190818428489a226124 |
completed | May 1, 2026, 8:45 a.m. |
| PDg | Predicate description generation | batch_69f46d361c348190b5fdfd805ecde01b |
completed | May 1, 2026, 9:07 a.m. |
Created at: April 21, 2026, 1:59 p.m.