Triple
T20305435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenango Valley |
E505597
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
South Pymatuning Township, Pennsylvania
South Pymatuning Township, Pennsylvania is a rural township in Mercer County known for its residential communities, agricultural land, and proximity to the Shenango River Lake and the Shenango Valley region.
|
E1429782
|
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: South Pymatuning Township, Pennsylvania | Statement: [Shenango Valley, containsSettlement, South Pymatuning Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Pymatuning Township, Pennsylvania Context triple: [Shenango Valley, containsSettlement, South Pymatuning Township, Pennsylvania]
-
A.
Shamokin Township, Pennsylvania
Shamokin Township, Pennsylvania is a rural township in Northumberland County known for its small communities, agricultural landscape, and proximity to the city of Shamokin.
-
B.
East Pennsboro Township, Pennsylvania
East Pennsboro Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located across the Susquehanna River from Harrisburg, known for its residential communities and commercial development.
-
C.
Towamencin Township, Pennsylvania
Towamencin Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and location within the North Penn School District.
-
D.
Point Township, Pennsylvania
Point Township, Pennsylvania is a small rural municipality located along the Susquehanna River in Northumberland County in central Pennsylvania.
-
E.
Neshannock Township, Pennsylvania
Neshannock Township, Pennsylvania is a suburban township in Lawrence County known for its residential communities, local schools, and proximity to the city of New Castle.
- 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: South Pymatuning Township, Pennsylvania Triple: [Shenango Valley, containsSettlement, South Pymatuning Township, Pennsylvania]
Generated description
South Pymatuning Township, Pennsylvania is a rural township in Mercer County known for its residential communities, agricultural land, and proximity to the Shenango River Lake and the Shenango Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Pymatuning Township, Pennsylvania Target entity description: South Pymatuning Township, Pennsylvania is a rural township in Mercer County known for its residential communities, agricultural land, and proximity to the Shenango River Lake and the Shenango Valley region.
-
A.
Shamokin Township, Pennsylvania
Shamokin Township, Pennsylvania is a rural township in Northumberland County known for its small communities, agricultural landscape, and proximity to the city of Shamokin.
-
B.
East Pennsboro Township, Pennsylvania
East Pennsboro Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located across the Susquehanna River from Harrisburg, known for its residential communities and commercial development.
-
C.
Towamencin Township, Pennsylvania
Towamencin Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and location within the North Penn School District.
-
D.
Point Township, Pennsylvania
Point Township, Pennsylvania is a small rural municipality located along the Susquehanna River in Northumberland County in central Pennsylvania.
-
E.
Neshannock Township, Pennsylvania
Neshannock Township, Pennsylvania is a suburban township in Lawrence County known for its residential communities, local schools, and proximity to the city of New Castle.
- 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_6a087b0b79ac8190bc8cc1b8505c0673 |
completed | May 16, 2026, 2:11 p.m. |
| NEDg | Description generation | batch_6a088014c30c8190937586dc3f23862e |
completed | May 16, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08810e37c08190bd7e8b584204064c |
completed | May 16, 2026, 2:37 p.m. |
Created at: April 16, 2026, 11:18 a.m.