Triple
T19181404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huntingdon County, Pennsylvania |
E469582
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Hesston, Pennsylvania
Hesston, Pennsylvania is a small unincorporated community in south-central Pennsylvania known for its proximity to Raystown Lake and outdoor recreational activities.
|
E1362499
|
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: Hesston, Pennsylvania | Statement: [Huntingdon County, Pennsylvania, contains, Hesston, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hesston, Pennsylvania Context triple: [Huntingdon County, Pennsylvania, contains, Hesston, Pennsylvania]
-
A.
Hillsdale, Pennsylvania
Hillsdale, Pennsylvania is a small community located within the Ligonier Valley region of western Pennsylvania.
-
B.
New Holland, Pennsylvania
New Holland, Pennsylvania is a small borough in southeastern Pennsylvania known for its agricultural heritage and location within the heart of Amish and Mennonite country.
-
C.
Hyndman, Pennsylvania
Hyndman, Pennsylvania is a small borough in southern Pennsylvania known for its location in the mountainous Bedford County region near the Maryland border.
-
D.
Essington, Pennsylvania
Essington, Pennsylvania is an unincorporated community and census-designated place along the Delaware River near Philadelphia, known for its residential neighborhoods and proximity to major transportation routes.
-
E.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
- 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: Hesston, Pennsylvania Triple: [Huntingdon County, Pennsylvania, contains, Hesston, Pennsylvania]
Generated description
Hesston, Pennsylvania is a small unincorporated community in south-central Pennsylvania known for its proximity to Raystown Lake and outdoor recreational activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hesston, Pennsylvania Target entity description: Hesston, Pennsylvania is a small unincorporated community in south-central Pennsylvania known for its proximity to Raystown Lake and outdoor recreational activities.
-
A.
Hillsdale, Pennsylvania
Hillsdale, Pennsylvania is a small community located within the Ligonier Valley region of western Pennsylvania.
-
B.
New Holland, Pennsylvania
New Holland, Pennsylvania is a small borough in southeastern Pennsylvania known for its agricultural heritage and location within the heart of Amish and Mennonite country.
-
C.
Hyndman, Pennsylvania
Hyndman, Pennsylvania is a small borough in southern Pennsylvania known for its location in the mountainous Bedford County region near the Maryland border.
-
D.
Essington, Pennsylvania
Essington, Pennsylvania is an unincorporated community and census-designated place along the Delaware River near Philadelphia, known for its residential neighborhoods and proximity to major transportation routes.
-
E.
Stillwater, Pennsylvania
Stillwater, Pennsylvania is a small rural community in Columbia County known for its quiet, small-town character.
- 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_69d8dd09d5a081909ae43c286651ae5a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f61cab348190965e96ac0f701f9f |
completed | April 20, 2026, 9:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f8b43d988190958b315d7634f86d |
completed | May 15, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_6a06f91fe48081909cb332dca4bdb1f4 |
completed | May 15, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f9a5bddc8190acb60a66c5fc3536 |
completed | May 15, 2026, 10:47 a.m. |
Created at: April 10, 2026, 12:07 p.m.