Triple
T16688423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alton J. Lemon |
E405526
|
entity |
| Predicate | workedFor |
P1910
|
FINISHED |
| Object |
Philadelphia Department of Public Welfare
The Philadelphia Department of Public Welfare is a municipal agency responsible for administering social services and public assistance programs to residents of Philadelphia.
|
E1228416
|
NE FINISHED |
How this triple was built (4 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: Philadelphia Department of Public Welfare | Statement: [Alton J. Lemon, workedFor, Philadelphia Department of Public Welfare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Philadelphia Department of Public Welfare Context triple: [Alton J. Lemon, workedFor, Philadelphia Department of Public Welfare]
-
A.
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.
-
B.
Philadelphia Department of Public Health
The Philadelphia Department of Public Health is the municipal agency responsible for protecting and promoting the health of residents in the city of Philadelphia through public health services, programs, and policy.
-
C.
Pennsylvania Department of Human Services
The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
-
D.
Philadelphia Office of Homeless Services
The Philadelphia Office of Homeless Services is the municipal agency responsible for planning, coordinating, and delivering services and housing solutions for people experiencing homelessness in Philadelphia.
-
E.
Philadelphia Housing Authority
The Philadelphia Housing Authority is the municipal agency responsible for developing, managing, and providing affordable public housing and related services for low-income residents in Philadelphia, Pennsylvania.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Philadelphia Department of Public Welfare Triple: [Alton J. Lemon, workedFor, Philadelphia Department of Public Welfare]
Generated description
The Philadelphia Department of Public Welfare is a municipal agency responsible for administering social services and public assistance programs to residents of Philadelphia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Philadelphia Department of Public Welfare Target entity description: The Philadelphia Department of Public Welfare is a municipal agency responsible for administering social services and public assistance programs to residents of Philadelphia.
-
A.
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.
-
B.
Philadelphia Department of Public Health
The Philadelphia Department of Public Health is the municipal agency responsible for protecting and promoting the health of residents in the city of Philadelphia through public health services, programs, and policy.
-
C.
Pennsylvania Department of Human Services
The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
-
D.
Philadelphia Office of Homeless Services
The Philadelphia Office of Homeless Services is the municipal agency responsible for planning, coordinating, and delivering services and housing solutions for people experiencing homelessness in Philadelphia.
-
E.
Philadelphia Housing Authority
The Philadelphia Housing Authority is the municipal agency responsible for developing, managing, and providing affordable public housing and related services for low-income residents in Philadelphia, Pennsylvania.
- F. None of above. chosen
Provenance (5 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. |
| NEDg | Description generation | batch_6a008b41a1648190bd1c2268c8a80ee2 |
completed | May 10, 2026, 1:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a008c2bcac48190801ba34fde104a8a |
completed | May 10, 2026, 1:46 p.m. |
Created at: April 10, 2026, 5:19 a.m.