Triple
T10657450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Glen Mills, Pennsylvania |
E251128
|
entity |
| Predicate | governingTownship |
P22464
|
FINISHED |
| Object |
Thornbury Township, Delaware County, Pennsylvania
Thornbury Township, Delaware County, Pennsylvania is a suburban township in southeastern Pennsylvania known for its historic character, residential communities, and proximity to the Philadelphia metropolitan area.
|
E877833
|
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: Thornbury Township, Delaware County, Pennsylvania | Statement: [Glen Mills, Pennsylvania, governingTownship, Thornbury Township, Delaware County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thornbury Township, Delaware County, Pennsylvania Context triple: [Glen Mills, Pennsylvania, governingTownship, Thornbury Township, Delaware County, Pennsylvania]
-
A.
Concord Township, Delaware County, Pennsylvania
Concord Township, Delaware County, Pennsylvania is a suburban municipality in southeastern Pennsylvania known for its residential communities, commercial development, and proximity to the Philadelphia metropolitan area.
-
B.
Newtown Township, Delaware County, Pennsylvania
Newtown Township, Delaware County, Pennsylvania is a suburban municipality west of Philadelphia known for its residential communities, historic sites, and part of the Main Line region.
-
C.
Middletown Township, Delaware County, Pennsylvania
Middletown Township, Delaware County, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, commercial centers, and proximity to Philadelphia.
-
D.
Durham Township, Bucks County, Pennsylvania
Durham Township, Bucks County, Pennsylvania is a small rural municipality in the northeastern part of the state, historically known for its early iron industry and colonial-era Durham Furnace.
-
E.
Radnor Township, Delaware County, Pennsylvania
Radnor Township, Delaware County, Pennsylvania is a suburban municipality on Philadelphia’s Main Line known for its affluent residential communities, historic neighborhoods, and institutions like Villanova University.
- 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: Thornbury Township, Delaware County, Pennsylvania Triple: [Glen Mills, Pennsylvania, governingTownship, Thornbury Township, Delaware County, Pennsylvania]
Generated description
Thornbury Township, Delaware County, Pennsylvania is a suburban township in southeastern Pennsylvania known for its historic character, residential communities, and proximity to the Philadelphia metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thornbury Township, Delaware County, Pennsylvania Target entity description: Thornbury Township, Delaware County, Pennsylvania is a suburban township in southeastern Pennsylvania known for its historic character, residential communities, and proximity to the Philadelphia metropolitan area.
-
A.
Concord Township, Delaware County, Pennsylvania
Concord Township, Delaware County, Pennsylvania is a suburban municipality in southeastern Pennsylvania known for its residential communities, commercial development, and proximity to the Philadelphia metropolitan area.
-
B.
Newtown Township, Delaware County, Pennsylvania
Newtown Township, Delaware County, Pennsylvania is a suburban municipality west of Philadelphia known for its residential communities, historic sites, and part of the Main Line region.
-
C.
Middletown Township, Delaware County, Pennsylvania
Middletown Township, Delaware County, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, commercial centers, and proximity to Philadelphia.
-
D.
Durham Township, Bucks County, Pennsylvania
Durham Township, Bucks County, Pennsylvania is a small rural municipality in the northeastern part of the state, historically known for its early iron industry and colonial-era Durham Furnace.
-
E.
Radnor Township, Delaware County, Pennsylvania
Radnor Township, Delaware County, Pennsylvania is a suburban municipality on Philadelphia’s Main Line known for its affluent residential communities, historic neighborhoods, and institutions like Villanova University.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6e0157dbc81909ef7d61f65b2fd93 |
completed | April 8, 2026, 11:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a7aa490819094c7eaf3fc5e2c43 |
completed | April 10, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69d97ef6d9a881909d688cb8c948f491 |
completed | April 10, 2026, 10:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d97f700f188190808fcf2f14403980 |
completed | April 10, 2026, 10:53 p.m. |
Created at: April 8, 2026, 9:07 p.m.