Triple
T19484315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Huntingdon Township, Pennsylvania |
E487468
|
entity |
| Predicate | containsCommunity |
P8617
|
FINISHED |
| Object |
Smithton, Pennsylvania
Smithton, Pennsylvania is a small borough in Westmoreland County known historically as a Monongahela River community with roots in coal mining and river transport.
|
E244053
|
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: Smithton, Pennsylvania | Statement: [South Huntingdon Township, Pennsylvania, containsCommunity, Smithton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Smithton, Pennsylvania Context triple: [South Huntingdon Township, Pennsylvania, containsCommunity, Smithton, Pennsylvania]
-
A.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
-
B.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
C.
Sagamore, Pennsylvania
Sagamore, Pennsylvania is a small unincorporated community located within the Ligonier Valley region of Pennsylvania.
-
D.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
E.
Mapleton, Pennsylvania
Mapleton, Pennsylvania is a small borough situated along the Juniata River in central Pennsylvania, historically linked to the region’s coal and railroad industries.
- 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: Smithton, Pennsylvania Triple: [South Huntingdon Township, Pennsylvania, containsCommunity, Smithton, Pennsylvania]
Generated description
Smithton, Pennsylvania is a small borough in Westmoreland County known historically as a Monongahela River community with roots in coal mining and river transport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Smithton, Pennsylvania Target entity description: Smithton, Pennsylvania is a small borough in Westmoreland County known historically as a Monongahela River community with roots in coal mining and river transport.
-
A.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
-
B.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
C.
Sagamore, Pennsylvania
Sagamore, Pennsylvania is a small unincorporated community located within the Ligonier Valley region of Pennsylvania.
-
D.
Masontown, Pennsylvania
chosen
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
E.
Mapleton, Pennsylvania
Mapleton, Pennsylvania is a small borough situated along the Juniata River in central Pennsylvania, historically linked to the region’s coal and railroad industries.
- F. None of above.
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_69d8e8d924388190b847cb15bb3d0aff |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6343dcc748190b0df816e6ab4cafb |
completed | April 20, 2026, 2:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a074e6d0b8c8190b0a491308eeab367 |
completed | May 15, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_6a07500787788190b508c991fc57ed0f |
completed | May 15, 2026, 4:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a075092eaa08190bc8ec203bb8460a1 |
completed | May 15, 2026, 4:57 p.m. |
Created at: April 10, 2026, 1:39 p.m.