Triple
T16688422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alton J. Lemon |
E405526
|
entity |
| Predicate | workedFor |
P1910
|
FINISHED |
| Object | Pennsylvania Department of Public Welfare |
E487974
|
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: Pennsylvania Department of Public Welfare | Statement: [Alton J. Lemon, workedFor, Pennsylvania Department of Public Welfare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Department of Public Welfare Context triple: [Alton J. Lemon, workedFor, Pennsylvania Department of Public Welfare]
-
A.
Pennsylvania Department of Human Services
chosen
The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
-
B.
Philadelphia Department of Human Services
The Philadelphia Department of Human Services is the city’s child welfare and juvenile justice agency, responsible for protecting children from abuse and neglect and supporting vulnerable families in Philadelphia.
-
C.
Virginia Department of Social Services
The Virginia Department of Social Services is the statewide agency responsible for administering public assistance, child and family services, and other social welfare programs across the Commonwealth of Virginia.
-
D.
New Jersey Department of Human Services
The New Jersey Department of Human Services is the state agency responsible for administering a wide range of social services and public assistance programs to support the health and well-being of New Jersey residents, particularly vulnerable populations.
-
E.
Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
- 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_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37ea75df481909a7ebb9b2a9d0afd |
completed | April 18, 2026, 12:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a45af7c8190bfe09dd0e0573573 |
completed | May 10, 2026, 1:38 p.m. |
Created at: April 10, 2026, 5:19 a.m.