Triple
T15129512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Providence Township, Pennsylvania |
E361379
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Mingo, Pennsylvania
Mingo, Pennsylvania is a small unincorporated community located within Upper Providence Township in Montgomery County.
|
E1139079
|
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: Mingo, Pennsylvania | Statement: [Upper Providence Township, Pennsylvania, hasSettlement, Mingo, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mingo, Pennsylvania Context triple: [Upper Providence Township, Pennsylvania, hasSettlement, Mingo, Pennsylvania]
-
A.
Macungie, Pennsylvania
Macungie, Pennsylvania is a small borough in the Lehigh Valley region known for its historic character and community events.
-
B.
Mannitto, Pennsylvania
Mannitto, Pennsylvania is a small community located within the Ligonier Valley region of Westmoreland County in southwestern Pennsylvania.
-
C.
Gallitzin, Pennsylvania
Gallitzin, Pennsylvania is a small borough in Cambria County known for its historic railroad tunnels and role in the region’s coal and rail transportation history.
-
D.
Shenandoah, Pennsylvania
Shenandoah, Pennsylvania is a small former coal-mining borough in northeastern Pennsylvania known for its anthracite coal heritage and dense, historic town layout.
-
E.
Mount Joy, Pennsylvania
Mount Joy, Pennsylvania is a small borough in Lancaster County known for its historic character and its location along major rail and transportation routes in central 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: Mingo, Pennsylvania Triple: [Upper Providence Township, Pennsylvania, hasSettlement, Mingo, Pennsylvania]
Generated description
Mingo, Pennsylvania is a small unincorporated community located within Upper Providence Township in Montgomery County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mingo, Pennsylvania Target entity description: Mingo, Pennsylvania is a small unincorporated community located within Upper Providence Township in Montgomery County.
-
A.
Macungie, Pennsylvania
Macungie, Pennsylvania is a small borough in the Lehigh Valley region known for its historic character and community events.
-
B.
Mannitto, Pennsylvania
Mannitto, Pennsylvania is a small community located within the Ligonier Valley region of Westmoreland County in southwestern Pennsylvania.
-
C.
Gallitzin, Pennsylvania
Gallitzin, Pennsylvania is a small borough in Cambria County known for its historic railroad tunnels and role in the region’s coal and rail transportation history.
-
D.
Shenandoah, Pennsylvania
Shenandoah, Pennsylvania is a small former coal-mining borough in northeastern Pennsylvania known for its anthracite coal heritage and dense, historic town layout.
-
E.
Mount Joy, Pennsylvania
Mount Joy, Pennsylvania is a small borough in Lancaster County known for its historic character and its location along major rail and transportation routes in central 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005aff2648190bda885c09421758d |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7fa449c8190aed8941168b063c3 |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69febbfb58608190830eca7f9a78fc9c |
completed | May 9, 2026, 4:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69febc842a7081908a85ba2833212650 |
completed | May 9, 2026, 4:48 a.m. |
Created at: April 10, 2026, 3:06 a.m.