Triple
T1025422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lawrence County |
E22128
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Mahoning Township, Lawrence County, Pennsylvania
Mahoning Township, Lawrence County, Pennsylvania is a rural township in western Pennsylvania known for its small communities and local agricultural and residential character within Lawrence County.
|
E123688
|
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: Mahoning Township, Lawrence County, Pennsylvania | Statement: [Lawrence County, contains, Mahoning Township, Lawrence County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahoning Township, Lawrence County, Pennsylvania Context triple: [Lawrence County, contains, Mahoning Township, Lawrence County, Pennsylvania]
-
A.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
B.
Slippery Rock Township, Lawrence County, Pennsylvania
Slippery Rock Township is a rural municipality in western Pennsylvania known for its small communities, natural landscapes, and location within Lawrence County.
-
C.
Pulaski Township, Lawrence County, Pennsylvania
Pulaski Township, Lawrence County, Pennsylvania is a small rural township in western Pennsylvania known for its agricultural landscape and residential communities within Lawrence County.
-
D.
Wayne Township, Lawrence County, Pennsylvania
Wayne Township is a rural municipality in Lawrence County, Pennsylvania, known for its small-community character within the western part of the state.
-
E.
Shenango Township, Pennsylvania
Shenango Township, Pennsylvania is a primarily residential community in western Pennsylvania located just southeast of 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: Mahoning Township, Lawrence County, Pennsylvania Triple: [Lawrence County, contains, Mahoning Township, Lawrence County, Pennsylvania]
Generated description
Mahoning Township, Lawrence County, Pennsylvania is a rural township in western Pennsylvania known for its small communities and local agricultural and residential character within Lawrence County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahoning Township, Lawrence County, Pennsylvania Target entity description: Mahoning Township, Lawrence County, Pennsylvania is a rural township in western Pennsylvania known for its small communities and local agricultural and residential character within Lawrence County.
-
A.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
B.
Slippery Rock Township, Lawrence County, Pennsylvania
Slippery Rock Township is a rural municipality in western Pennsylvania known for its small communities, natural landscapes, and location within Lawrence County.
-
C.
Pulaski Township, Lawrence County, Pennsylvania
Pulaski Township, Lawrence County, Pennsylvania is a small rural township in western Pennsylvania known for its agricultural landscape and residential communities within Lawrence County.
-
D.
Wayne Township, Lawrence County, Pennsylvania
Wayne Township is a rural municipality in Lawrence County, Pennsylvania, known for its small-community character within the western part of the state.
-
E.
Shenango Township, Pennsylvania
Shenango Township, Pennsylvania is a primarily residential community in western Pennsylvania located just southeast of 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7f4c66c8190b6098fb72c1465a3 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac42947f2c8190b83c6b958987cb7b |
completed | March 7, 2026, 3:21 p.m. |
| NEDg | Description generation | batch_69ac43d060608190b8c5ce73b95bee46 |
completed | March 7, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac443cdea081909b937aba21d878c7 |
completed | March 7, 2026, 3:29 p.m. |
Created at: March 1, 2026, 7:41 p.m.