Triple
T1729715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bensalem Township |
E37581
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Lower Southampton Township
Lower Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to the Philadelphia metropolitan area.
|
E194319
|
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: Lower Southampton Township | Statement: [Bensalem Township, adjacentTo, Lower Southampton Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Southampton Township Context triple: [Bensalem Township, adjacentTo, Lower Southampton Township]
-
A.
Lower Township
Lower Township is a coastal municipality at the southern tip of New Jersey known for its beaches, bayside communities, and proximity to Cape May.
-
B.
South Brunswick Township
South Brunswick Township is a suburban municipality in Middlesex County, New Jersey, known for its residential communities, diverse population, and proximity to major academic and economic centers like Princeton.
-
C.
Upper Darby Township
Upper Darby Township is a densely populated inner-ring suburb of Philadelphia in Delaware County, Pennsylvania, known for its diverse communities and historic Tower Theater.
-
D.
Moon Township
Moon Township is a suburban community in western Pennsylvania, known for housing Pittsburgh International Airport and Robert Morris University.
-
E.
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.
- 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: Lower Southampton Township Triple: [Bensalem Township, adjacentTo, Lower Southampton Township]
Generated description
Lower Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to the Philadelphia metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lower Southampton Township Target entity description: Lower Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to the Philadelphia metropolitan area.
-
A.
Lower Township
Lower Township is a coastal municipality at the southern tip of New Jersey known for its beaches, bayside communities, and proximity to Cape May.
-
B.
South Brunswick Township
South Brunswick Township is a suburban municipality in Middlesex County, New Jersey, known for its residential communities, diverse population, and proximity to major academic and economic centers like Princeton.
-
C.
Upper Darby Township
Upper Darby Township is a densely populated inner-ring suburb of Philadelphia in Delaware County, Pennsylvania, known for its diverse communities and historic Tower Theater.
-
D.
Moon Township
Moon Township is a suburban community in western Pennsylvania, known for housing Pittsburgh International Airport and Robert Morris University.
-
E.
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.
- 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_69a8861acab88190bb43cde203429399 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa637f202c8190b46a31bef51465c8 |
completed | March 6, 2026, 5:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8af6b034819087f6d168b9f5249a |
completed | March 8, 2026, 2:43 p.m. |
| NEDg | Description generation | batch_69ad979dc1dc81908b64e57298ae6017 |
completed | March 8, 2026, 3:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad9836f4c8819098ba033b5f0d2a33 |
completed | March 8, 2026, 3:39 p.m. |
Created at: March 4, 2026, 7:30 p.m.