Triple
T11342232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ligonier Valley |
E268629
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Seward, Pennsylvania
Seward, Pennsylvania is a small borough in Westmoreland County situated within the scenic Ligonier Valley region of the state.
|
E920495
|
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: Seward, Pennsylvania | Statement: [Ligonier Valley, containsSettlement, Seward, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seward, Pennsylvania Context triple: [Ligonier Valley, containsSettlement, Seward, Pennsylvania]
-
A.
Pulaski, Pennsylvania
Pulaski, Pennsylvania is a small unincorporated community in Lawrence County known for its rural character within western Pennsylvania.
-
B.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
C.
Sayre, Pennsylvania
Sayre, Pennsylvania is a small borough in Bradford County known historically as a major railroad town and repair hub in northeastern Pennsylvania.
-
D.
Saxton, Pennsylvania
Saxton, Pennsylvania is a small borough in south-central Pennsylvania known historically for its role in the region’s coal and railroad industries.
-
E.
New London, Pennsylvania
New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
- 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: Seward, Pennsylvania Triple: [Ligonier Valley, containsSettlement, Seward, Pennsylvania]
Generated description
Seward, Pennsylvania is a small borough in Westmoreland County situated within the scenic Ligonier Valley region of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Seward, Pennsylvania Target entity description: Seward, Pennsylvania is a small borough in Westmoreland County situated within the scenic Ligonier Valley region of the state.
-
A.
Pulaski, Pennsylvania
Pulaski, Pennsylvania is a small unincorporated community in Lawrence County known for its rural character within western Pennsylvania.
-
B.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
C.
Sayre, Pennsylvania
Sayre, Pennsylvania is a small borough in Bradford County known historically as a major railroad town and repair hub in northeastern Pennsylvania.
-
D.
Saxton, Pennsylvania
Saxton, Pennsylvania is a small borough in south-central Pennsylvania known historically for its role in the region’s coal and railroad industries.
-
E.
New London, Pennsylvania
New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
- 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.