Triple
T10464601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elkins Park, Pennsylvania, United States |
E246758
|
entity |
| Predicate | township |
P852
|
FINISHED |
| Object |
Cheltenham Township
Cheltenham Township is a suburban municipality in Montgomery County, Pennsylvania, bordering the northern edge of Philadelphia and encompassing communities such as Elkins Park.
|
E866216
|
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: Cheltenham Township | Statement: [Elkins Park, Pennsylvania, United States, township, Cheltenham Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Township Context triple: [Elkins Park, Pennsylvania, United States, township, Cheltenham Township]
-
A.
Cheshire Township
Cheshire Township is a rural civil township located within Allegan County in the U.S. state of Michigan.
-
B.
Chester Township
Chester Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
-
C.
Deptford Township
Deptford Township is a suburban municipality in Gloucester County, New Jersey, known for its residential communities and regional shopping centers.
-
D.
Gloucester Township
Gloucester Township is a large suburban community in Camden County, New Jersey, known for its residential neighborhoods, shopping centers, and proximity to Philadelphia.
-
E.
Gloucester Township
Gloucester Township was a former rural municipality in eastern Ontario, Canada, that became a suburban part of the city of Ottawa.
- 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: Cheltenham Township Triple: [Elkins Park, Pennsylvania, United States, township, Cheltenham Township]
Generated description
Cheltenham Township is a suburban municipality in Montgomery County, Pennsylvania, bordering the northern edge of Philadelphia and encompassing communities such as Elkins Park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Township Target entity description: Cheltenham Township is a suburban municipality in Montgomery County, Pennsylvania, bordering the northern edge of Philadelphia and encompassing communities such as Elkins Park.
-
A.
Cheshire Township
Cheshire Township is a rural civil township located within Allegan County in the U.S. state of Michigan.
-
B.
Chester Township
Chester Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
-
C.
Deptford Township
Deptford Township is a suburban municipality in Gloucester County, New Jersey, known for its residential communities and regional shopping centers.
-
D.
Gloucester Township
Gloucester Township is a large suburban community in Camden County, New Jersey, known for its residential neighborhoods, shopping centers, and proximity to Philadelphia.
-
E.
Gloucester Township
Gloucester Township was a former rural municipality in eastern Ontario, Canada, that became a suburban part of the city of Ottawa.
- 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_69d381c16c248190a2fe5b471e584e9c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d50886c2a8819086da6c08356ec6bf |
completed | April 7, 2026, 1:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d89fd865688190b0b5708481f397f4 |
completed | April 10, 2026, 6:59 a.m. |
| NEDg | Description generation | batch_69d8a43ae8a48190b1c05b6a91dfed9a |
completed | April 10, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8b8fe1b9c8190b5a4787797ad7120 |
completed | April 10, 2026, 8:46 a.m. |
Created at: April 6, 2026, 12:19 p.m.