Triple
T11786820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westmoreland County |
E280289
|
entity |
| Predicate | largestCity |
P235
|
FINISHED |
| Object |
Hempfield Township
Hempfield Township is a large suburban municipality in southwestern Pennsylvania that serves as the primary population and commercial center of Westmoreland County.
|
E946475
|
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: Hempfield Township | Statement: [Westmoreland County, largestCity, Hempfield Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hempfield Township Context triple: [Westmoreland County, largestCity, Hempfield Township]
-
A.
Millcreek Township
Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
-
B.
Mahoning Township
Mahoning Township is a municipal township located in Lawrence County in western Pennsylvania, United States.
-
C.
Penfield Township
Penfield Township is a small rural civil township located in Lorain County in northern Ohio, known for its agricultural character and low-density residential communities.
-
D.
Hopkins Township
Hopkins Township is a rural civil township located in Allegan County in the U.S. state of Michigan.
-
E.
Hilliard Township
Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
- 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: Hempfield Township Triple: [Westmoreland County, largestCity, Hempfield Township]
Generated description
Hempfield Township is a large suburban municipality in southwestern Pennsylvania that serves as the primary population and commercial center of Westmoreland County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hempfield Township Target entity description: Hempfield Township is a large suburban municipality in southwestern Pennsylvania that serves as the primary population and commercial center of Westmoreland County.
-
A.
Millcreek Township
Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
-
B.
Mahoning Township
Mahoning Township is a municipal township located in Lawrence County in western Pennsylvania, United States.
-
C.
Penfield Township
Penfield Township is a small rural civil township located in Lorain County in northern Ohio, known for its agricultural character and low-density residential communities.
-
D.
Hopkins Township
Hopkins Township is a rural civil township located in Allegan County in the U.S. state of Michigan.
-
E.
Hilliard Township
Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a586803481909af0032c35ca6e51 |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f090e8828481908baa7f6067190db3 |
completed | April 28, 2026, 10:50 a.m. |
| NEDg | Description generation | batch_69f0bd3f39608190b29027b30664bd9c |
completed | April 28, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0ef5afd448190953b5d9929478132 |
completed | April 28, 2026, 5:33 p.m. |
Created at: April 8, 2026, 9:42 p.m.