Triple
T11342297
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ligonier Valley |
E268629
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Kingston Heights, Pennsylvania
Kingston Heights, Pennsylvania is a small unincorporated community located in the Ligonier Valley region of Westmoreland County in southwestern Pennsylvania.
|
E935683
|
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: Kingston Heights, Pennsylvania | Statement: [Ligonier Valley, containsSettlement, Kingston Heights, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kingston Heights, Pennsylvania Context triple: [Ligonier Valley, containsSettlement, Kingston Heights, Pennsylvania]
-
A.
Kingston, Pennsylvania
Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
-
B.
Berkshire Heights, Pennsylvania
Berkshire Heights, Pennsylvania is a small unincorporated community and census-designated place in Berks County known primarily as a residential area near Reading.
-
C.
Braddock Hills, Pennsylvania
Braddock Hills, Pennsylvania is a small residential borough in Allegheny County near Pittsburgh, known for its hillside neighborhoods and proximity to several other eastern suburbs.
-
D.
Clifton Heights, Pennsylvania
Clifton Heights, Pennsylvania is a small suburban borough in Delaware County, just outside Philadelphia, known for its residential neighborhoods and proximity to regional rail and major roadways.
-
E.
Forest Hills, Pennsylvania
Forest Hills, Pennsylvania is a residential borough in Allegheny County near Pittsburgh, known for its suburban character and proximity to several neighboring Mon Valley communities.
- 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: Kingston Heights, Pennsylvania Triple: [Ligonier Valley, containsSettlement, Kingston Heights, Pennsylvania]
Generated description
Kingston Heights, Pennsylvania is a small unincorporated community located in the Ligonier Valley region of Westmoreland County in southwestern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kingston Heights, Pennsylvania Target entity description: Kingston Heights, Pennsylvania is a small unincorporated community located in the Ligonier Valley region of Westmoreland County in southwestern Pennsylvania.
-
A.
Kingston, Pennsylvania
Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
-
B.
Berkshire Heights, Pennsylvania
Berkshire Heights, Pennsylvania is a small unincorporated community and census-designated place in Berks County known primarily as a residential area near Reading.
-
C.
Braddock Hills, Pennsylvania
Braddock Hills, Pennsylvania is a small residential borough in Allegheny County near Pittsburgh, known for its hillside neighborhoods and proximity to several other eastern suburbs.
-
D.
Clifton Heights, Pennsylvania
Clifton Heights, Pennsylvania is a small suburban borough in Delaware County, just outside Philadelphia, known for its residential neighborhoods and proximity to regional rail and major roadways.
-
E.
Forest Hills, Pennsylvania
Forest Hills, Pennsylvania is a residential borough in Allegheny County near Pittsburgh, known for its suburban character and proximity to several neighboring Mon Valley communities.
- 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea1e360c8190a02d1e2d1d6f4b5d |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a6df121c8190a8522ce0e366013c |
completed | April 22, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_69e8aa378edc8190807451b1855a4502 |
completed | April 22, 2026, 11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e8b05117988190aa029efa250053db |
completed | April 22, 2026, 11:26 a.m. |
Created at: April 8, 2026, 9:33 p.m.