Triple
T16263787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandy Cohen |
E394820
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | North Carolina Department of Health and Human Services |
E288195
|
NE 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: North Carolina Department of Health and Human Services | Statement: [Mandy Cohen, employer, North Carolina Department of Health and Human Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Carolina Department of Health and Human Services Context triple: [Mandy Cohen, employer, North Carolina Department of Health and Human Services]
-
A.
North Carolina Department of Health and Human Services
chosen
The North Carolina Department of Health and Human Services is the state agency responsible for overseeing public health, social services, and human services programs across North Carolina.
-
B.
Department of North Carolina
The Department of North Carolina was a Confederate Army administrative and operational command responsible for organizing and directing Southern military forces in the North Carolina theater during the American Civil War.
-
C.
North Carolina Department of Commerce
The North Carolina Department of Commerce is the state’s lead economic development agency, responsible for promoting business growth, job creation, and economic opportunity across North Carolina.
-
D.
North Carolina Department of Justice
The North Carolina Department of Justice is the statewide legal and law enforcement agency responsible for representing the state in legal matters, providing legal services to state agencies, and supporting criminal justice efforts across North Carolina.
-
E.
North Carolina Department of Labor
The North Carolina Department of Labor is a state agency responsible for promoting workplace safety, enforcing labor laws, and protecting the rights and well-being of workers in North Carolina.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d87f221d8081909b0b2063e7528ba2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e245c672248190a4261be4696d52c5 |
completed | April 17, 2026, 2:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017b5f3a8819083128cf2b90cfd84 |
completed | May 10, 2026, 5:29 a.m. |
Created at: April 10, 2026, 5:04 a.m.