Triple
T11342221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ligonier Valley |
E268629
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Ligonier, Pennsylvania
Ligonier, Pennsylvania is a small historic borough in Westmoreland County known for its picturesque town square, colonial-era fort, and role as a popular tourist destination in the Laurel Highlands.
|
E929531
|
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: Ligonier, Pennsylvania | Statement: [Ligonier Valley, namedAfter, Ligonier, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ligonier, Pennsylvania Context triple: [Ligonier Valley, namedAfter, Ligonier, Pennsylvania]
-
A.
Lionville, Pennsylvania
Lionville, Pennsylvania is an unincorporated community and census-designated place in Chester County known for its suburban character and role as a local commercial and residential hub.
-
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.
Lewistown, Pennsylvania
Lewistown, Pennsylvania is a small borough and the county seat of Mifflin County, known historically as an industrial and transportation hub in central Pennsylvania.
-
D.
Hickory, Pennsylvania
Hickory, Pennsylvania is a small unincorporated community in Washington County known for its rural character and location within the Chartiers Creek watershed in southwestern Pennsylvania.
-
E.
Lititz, Pennsylvania
Lititz, Pennsylvania is a historic small town in Lancaster County known for its Moravian heritage, charming downtown, and annual community festivals.
- 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: Ligonier, Pennsylvania Triple: [Ligonier Valley, namedAfter, Ligonier, Pennsylvania]
Generated description
Ligonier, Pennsylvania is a small historic borough in Westmoreland County known for its picturesque town square, colonial-era fort, and role as a popular tourist destination in the Laurel Highlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ligonier, Pennsylvania Target entity description: Ligonier, Pennsylvania is a small historic borough in Westmoreland County known for its picturesque town square, colonial-era fort, and role as a popular tourist destination in the Laurel Highlands.
-
A.
Lionville, Pennsylvania
Lionville, Pennsylvania is an unincorporated community and census-designated place in Chester County known for its suburban character and role as a local commercial and residential hub.
-
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.
Lewistown, Pennsylvania
Lewistown, Pennsylvania is a small borough and the county seat of Mifflin County, known historically as an industrial and transportation hub in central Pennsylvania.
-
D.
Hickory, Pennsylvania
Hickory, Pennsylvania is a small unincorporated community in Washington County known for its rural character and location within the Chartiers Creek watershed in southwestern Pennsylvania.
-
E.
Lititz, Pennsylvania
Lititz, Pennsylvania is a historic small town in Lancaster County known for its Moravian heritage, charming downtown, and annual community festivals.
- 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_69e62442905881909c5228a58d9dea3d |
completed | April 20, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69e62cf224f881908badcdab6aea1aef |
completed | April 20, 2026, 1:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e663ffedfc8190a2b51995c62d1e6b |
completed | April 20, 2026, 5:36 p.m. |
Created at: April 8, 2026, 9:33 p.m.