Triple
T20305433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenango Valley |
E505597
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Wheatland, Pennsylvania
Wheatland, Pennsylvania is a small borough in Mercer County that forms part of the Shenango Valley region in western Pennsylvania.
|
E1441250
|
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: Wheatland, Pennsylvania | Statement: [Shenango Valley, containsSettlement, Wheatland, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wheatland, Pennsylvania Context triple: [Shenango Valley, containsSettlement, Wheatland, Pennsylvania]
-
A.
Wilson, Pennsylvania
Wilson, Pennsylvania is a small residential borough located in Northampton County in the Lehigh Valley region of eastern Pennsylvania.
-
B.
Westland, Pennsylvania
Westland, Pennsylvania is a small unincorporated community in Washington County known historically for its coal mining and its location along Chartiers Creek.
-
C.
Wilpen, Pennsylvania
Wilpen, Pennsylvania is a small unincorporated community located in the rural Ligonier Valley region of Westmoreland County in western Pennsylvania.
-
D.
Richland, Pennsylvania
Richland, Pennsylvania is a small borough in Lebanon County known for its residential character within the broader south-central Pennsylvania region.
-
E.
Hillsdale, Pennsylvania
Hillsdale, Pennsylvania is a small community located within the Ligonier Valley region of western Pennsylvania.
- 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: Wheatland, Pennsylvania Triple: [Shenango Valley, containsSettlement, Wheatland, Pennsylvania]
Generated description
Wheatland, Pennsylvania is a small borough in Mercer County that forms part of the Shenango Valley region in western Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wheatland, Pennsylvania Target entity description: Wheatland, Pennsylvania is a small borough in Mercer County that forms part of the Shenango Valley region in western Pennsylvania.
-
A.
Wilson, Pennsylvania
Wilson, Pennsylvania is a small residential borough located in Northampton County in the Lehigh Valley region of eastern Pennsylvania.
-
B.
Westland, Pennsylvania
Westland, Pennsylvania is a small unincorporated community in Washington County known historically for its coal mining and its location along Chartiers Creek.
-
C.
Wilpen, Pennsylvania
Wilpen, Pennsylvania is a small unincorporated community located in the rural Ligonier Valley region of Westmoreland County in western Pennsylvania.
-
D.
Richland, Pennsylvania
Richland, Pennsylvania is a small borough in Lebanon County known for its residential character within the broader south-central Pennsylvania region.
-
E.
Hillsdale, Pennsylvania
Hillsdale, Pennsylvania is a small community located within the Ligonier Valley region of western Pennsylvania.
- 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_69e0b4b8ab648190906e18538c250148 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6773f8f688190b616f972b9bbb28e |
completed | April 20, 2026, 6:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08bafeede88190be35cac9cce47e21 |
completed | May 16, 2026, 6:44 p.m. |
| NEDg | Description generation | batch_6a08bbc5d9dc8190a6c58039a27ba9ae |
completed | May 16, 2026, 6:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08bcbfc45881909af82e14f84ecd23 |
completed | May 16, 2026, 6:51 p.m. |
Created at: April 16, 2026, 11:18 a.m.