Triple
T7773127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dauphin County, Pennsylvania |
E179121
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Steelton, Pennsylvania
Steelton, Pennsylvania is a small industrial borough near Harrisburg known historically for its large steel mill and working-class community.
|
E690986
|
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: Steelton, Pennsylvania | Statement: [Dauphin County, Pennsylvania, contains, Steelton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steelton, Pennsylvania Context triple: [Dauphin County, Pennsylvania, contains, Steelton, Pennsylvania]
-
A.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
B.
Southview, Pennsylvania
Southview, Pennsylvania is a small unincorporated community located within Cecil Township in Washington County, in the southwestern part of the state.
-
C.
Mountville, Pennsylvania
Mountville, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of Lancaster.
-
D.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
E.
Thorndale, Pennsylvania
Thorndale, Pennsylvania is a suburban community in Chester County that serves as the western terminus of SEPTA’s Paoli/Thorndale regional rail line and a residential hub west of Philadelphia.
- 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: Steelton, Pennsylvania Triple: [Dauphin County, Pennsylvania, contains, Steelton, Pennsylvania]
Generated description
Steelton, Pennsylvania is a small industrial borough near Harrisburg known historically for its large steel mill and working-class community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steelton, Pennsylvania Target entity description: Steelton, Pennsylvania is a small industrial borough near Harrisburg known historically for its large steel mill and working-class community.
-
A.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
B.
Southview, Pennsylvania
Southview, Pennsylvania is a small unincorporated community located within Cecil Township in Washington County, in the southwestern part of the state.
-
C.
Mountville, Pennsylvania
Mountville, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of Lancaster.
-
D.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
E.
Thorndale, Pennsylvania
Thorndale, Pennsylvania is a suburban community in Chester County that serves as the western terminus of SEPTA’s Paoli/Thorndale regional rail line and a residential hub west of Philadelphia.
- 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_69c69f30602c819082ab52cd4af5c592 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c7046048688190a6cbc64e82b58eca |
completed | March 27, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c963e3a3e0819092c6c7dd0dc82e7d |
completed | March 29, 2026, 5:39 p.m. |
| NEDg | Description generation | batch_69c96454a1088190a4b24a4fd6898483 |
completed | March 29, 2026, 5:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9646cffc0819082476e756c29bddd |
completed | March 29, 2026, 5:42 p.m. |
Created at: March 27, 2026, 4:11 p.m.