Triple
T19323025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daugherty Township, Pennsylvania |
E483273
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Marion Township, Pennsylvania
Marion Township, Pennsylvania is a small rural municipality in the state of Pennsylvania, United States.
|
E1370129
|
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: Marion Township, Pennsylvania | Statement: [Daugherty Township, Pennsylvania, borderedBy, Marion Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marion Township, Pennsylvania Context triple: [Daugherty Township, Pennsylvania, borderedBy, Marion Township, Pennsylvania]
-
A.
Point Marion, Pennsylvania
Point Marion, Pennsylvania is a small borough in Fayette County near the confluence of the Monongahela and Cheat rivers in southwestern Pennsylvania.
-
B.
Marion Township
Marion Township is a civil township located in Allen County, Indiana, serving as a local governmental and geographic subdivision within the county.
-
C.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
-
D.
Mount Pleasant Township, Pennsylvania
Mount Pleasant Township, Pennsylvania is a rural municipality in Washington County known for its small communities, agricultural landscape, and proximity to the Pittsburgh metropolitan area.
-
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: Marion Township, Pennsylvania Triple: [Daugherty Township, Pennsylvania, borderedBy, Marion Township, Pennsylvania]
Generated description
Marion Township, Pennsylvania is a small rural municipality in the state of Pennsylvania, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marion Township, Pennsylvania Target entity description: Marion Township, Pennsylvania is a small rural municipality in the state of Pennsylvania, United States.
-
A.
Point Marion, Pennsylvania
Point Marion, Pennsylvania is a small borough in Fayette County near the confluence of the Monongahela and Cheat rivers in southwestern Pennsylvania.
-
B.
Marion Township
Marion Township is a civil township located in Allen County, Indiana, serving as a local governmental and geographic subdivision within the county.
-
C.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
-
D.
Mount Pleasant Township, Pennsylvania
Mount Pleasant Township, Pennsylvania is a rural municipality in Washington County known for its small communities, agricultural landscape, and proximity to the Pittsburgh metropolitan area.
-
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_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e60d8a07508190a2e5f8972d1efba0 |
completed | April 20, 2026, 11:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a071bda87e0819087367a103619bba8 |
completed | May 15, 2026, 1:12 p.m. |
| NEDg | Description generation | batch_6a071ce942d88190b7ab2d10e783f72e |
completed | May 15, 2026, 1:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a071d40117081909777e2d141f58aea |
completed | May 15, 2026, 1:18 p.m. |
Created at: April 10, 2026, 1:32 p.m.