Triple
T20094489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warren County, Pennsylvania |
E496361
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Southwest Township, Pennsylvania
Southwest Township, Pennsylvania is a small rural township located in Warren County in the northwestern part of the state.
|
E1422175
|
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: Southwest Township, Pennsylvania | Statement: [Warren County, Pennsylvania, hasMunicipality, Southwest Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwest Township, Pennsylvania Context triple: [Warren County, Pennsylvania, hasMunicipality, Southwest Township, Pennsylvania]
-
A.
Lower Swatara Township, Pennsylvania
Lower Swatara Township, Pennsylvania is a municipality in Dauphin County that forms part of the Harrisburg metropolitan area and hosts Harrisburg International Airport.
-
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.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
D.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
E.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
- 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: Southwest Township, Pennsylvania Triple: [Warren County, Pennsylvania, hasMunicipality, Southwest Township, Pennsylvania]
Generated description
Southwest Township, Pennsylvania is a small rural township located in Warren County in the northwestern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southwest Township, Pennsylvania Target entity description: Southwest Township, Pennsylvania is a small rural township located in Warren County in the northwestern part of the state.
-
A.
Lower Swatara Township, Pennsylvania
Lower Swatara Township, Pennsylvania is a municipality in Dauphin County that forms part of the Harrisburg metropolitan area and hosts Harrisburg International Airport.
-
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.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
D.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
E.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
- 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6666b891c8190b4e4a60b73728771 |
completed | April 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a085a0cc52c8190ac27180a9d86bba7 |
completed | May 16, 2026, 11:50 a.m. |
| NEDg | Description generation | batch_6a085ac5b5f4819083c4d12e9cabc758 |
completed | May 16, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085bc0781c81909fc53a83291badc0 |
completed | May 16, 2026, 11:57 a.m. |
Created at: April 11, 2026, 11:23 p.m.