Triple
T21257488
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manor Township, Armstrong County, Pennsylvania |
E523906
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Plumcreek Township, Armstrong County, Pennsylvania
Plumcreek Township, Armstrong County, Pennsylvania is a rural township in western Pennsylvania known for its agricultural landscape and small-community character.
|
E1474582
|
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: Plumcreek Township, Armstrong County, Pennsylvania | Statement: [Manor Township, Armstrong County, Pennsylvania, adjacentTo, Plumcreek Township, Armstrong County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plumcreek Township, Armstrong County, Pennsylvania Context triple: [Manor Township, Armstrong County, Pennsylvania, adjacentTo, Plumcreek Township, Armstrong County, Pennsylvania]
-
A.
Spring Creek Township, Pennsylvania
Spring Creek Township, Pennsylvania is a rural township in Warren County best known as the birthplace of future U.S. Supreme Court Justice Robert H. Jackson.
-
B.
Millcreek Township, Lebanon County, Pennsylvania
Millcreek Township, Lebanon County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its small communities, including Newmanstown, and its agricultural landscape.
-
C.
Cross Creek Township, Pennsylvania
Cross Creek Township, Pennsylvania is a rural township in Washington County best known for containing the Meadowcroft Rockshelter, one of the most significant prehistoric archaeological sites in North America.
-
D.
Millcreek Township, Erie County, Pennsylvania
Millcreek Township, Erie County, Pennsylvania is a large suburban community bordering the city of Erie along Lake Erie, known for its residential neighborhoods, commercial corridors, and recreational lakefront areas.
-
E.
Black Creek Township, Luzerne County, Pennsylvania
Black Creek Township, located in rural Luzerne County, Pennsylvania, is a small, predominantly residential community characterized by its wooded landscapes and proximity to former coal-mining areas.
- 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: Plumcreek Township, Armstrong County, Pennsylvania Triple: [Manor Township, Armstrong County, Pennsylvania, adjacentTo, Plumcreek Township, Armstrong County, Pennsylvania]
Generated description
Plumcreek Township, Armstrong County, Pennsylvania is a rural township in western Pennsylvania known for its agricultural landscape and small-community character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Plumcreek Township, Armstrong County, Pennsylvania Target entity description: Plumcreek Township, Armstrong County, Pennsylvania is a rural township in western Pennsylvania known for its agricultural landscape and small-community character.
-
A.
Spring Creek Township, Pennsylvania
Spring Creek Township, Pennsylvania is a rural township in Warren County best known as the birthplace of future U.S. Supreme Court Justice Robert H. Jackson.
-
B.
Millcreek Township, Lebanon County, Pennsylvania
Millcreek Township, Lebanon County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its small communities, including Newmanstown, and its agricultural landscape.
-
C.
Cross Creek Township, Pennsylvania
Cross Creek Township, Pennsylvania is a rural township in Washington County best known for containing the Meadowcroft Rockshelter, one of the most significant prehistoric archaeological sites in North America.
-
D.
Millcreek Township, Erie County, Pennsylvania
Millcreek Township, Erie County, Pennsylvania is a large suburban community bordering the city of Erie along Lake Erie, known for its residential neighborhoods, commercial corridors, and recreational lakefront areas.
-
E.
Black Creek Township, Luzerne County, Pennsylvania
Black Creek Township, located in rural Luzerne County, Pennsylvania, is a small, predominantly residential community characterized by its wooded landscapes and proximity to former coal-mining areas.
- 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_69e0b5146c108190adc9adb73e90abff |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e735e2f1d48190b566ab4d736fdbc4 |
completed | April 21, 2026, 8:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a098ffa8e88819083c42a6406a6b415 |
completed | May 17, 2026, 9:52 a.m. |
| NEDg | Description generation | batch_6a099107de508190b4d3d864c33cf7d8 |
completed | May 17, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0991bc8370819087b205185299acce |
completed | May 17, 2026, 10 a.m. |
Created at: April 16, 2026, 3:58 p.m.