Triple
T11342225
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ligonier Valley |
E268629
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Waterford, Pennsylvania (Westmoreland County)
Waterford, Pennsylvania (Westmoreland County) is a small unincorporated community located within the rural, historically rich Ligonier Valley region of southwestern Pennsylvania.
|
E920490
|
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: Waterford, Pennsylvania (Westmoreland County) | Statement: [Ligonier Valley, containsSettlement, Waterford, Pennsylvania (Westmoreland County)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterford, Pennsylvania (Westmoreland County) Context triple: [Ligonier Valley, containsSettlement, Waterford, Pennsylvania (Westmoreland County)]
-
A.
Waterford, Pennsylvania, United States
Waterford, Pennsylvania, United States is a small historic borough in Erie County best known as the birthplace of Civil War hero Colonel Strong Vincent.
-
B.
Wallingford, Pennsylvania
Wallingford, Pennsylvania is a suburban community in Delaware County near Philadelphia, known for its residential neighborhoods, historic sites, and commuter access to the city.
-
C.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
D.
Farrell, Pennsylvania
Farrell, Pennsylvania is a small industrial city in western Pennsylvania known for its steel manufacturing history and location within the Shenango Valley.
-
E.
Folsom, Pennsylvania
Folsom, Pennsylvania is a residential community and census-designated place in Delaware County, known as a suburban part of the greater Philadelphia area.
- 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: Waterford, Pennsylvania (Westmoreland County) Triple: [Ligonier Valley, containsSettlement, Waterford, Pennsylvania (Westmoreland County)]
Generated description
Waterford, Pennsylvania (Westmoreland County) is a small unincorporated community located within the rural, historically rich Ligonier Valley region of southwestern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waterford, Pennsylvania (Westmoreland County) Target entity description: Waterford, Pennsylvania (Westmoreland County) is a small unincorporated community located within the rural, historically rich Ligonier Valley region of southwestern Pennsylvania.
-
A.
Waterford, Pennsylvania, United States
Waterford, Pennsylvania, United States is a small historic borough in Erie County best known as the birthplace of Civil War hero Colonel Strong Vincent.
-
B.
Wallingford, Pennsylvania
Wallingford, Pennsylvania is a suburban community in Delaware County near Philadelphia, known for its residential neighborhoods, historic sites, and commuter access to the city.
-
C.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
D.
Farrell, Pennsylvania
Farrell, Pennsylvania is a small industrial city in western Pennsylvania known for its steel manufacturing history and location within the Shenango Valley.
-
E.
Folsom, Pennsylvania
Folsom, Pennsylvania is a residential community and census-designated place in Delaware County, known as a suburban part of the greater Philadelphia area.
- 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_69e5435f4e288190b9b0029dc35bf2c5 |
completed | April 19, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_69e5474aad3481909c1afb385cb5889b |
completed | April 19, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e54edb9ac08190a760de11857e791c |
completed | April 19, 2026, 9:53 p.m. |
Created at: April 8, 2026, 9:33 p.m.