Triple
T21342751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford Township, New Jersey |
E526239
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Manahawkin, New Jersey
Manahawkin, New Jersey is a coastal community in Ocean County that serves as a gateway to Long Beach Island and a residential and commercial hub for the surrounding area.
|
E1567547
|
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: Manahawkin, New Jersey | Statement: [Stafford Township, New Jersey, hasUnincorporatedCommunity, Manahawkin, New Jersey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manahawkin, New Jersey Context triple: [Stafford Township, New Jersey, hasUnincorporatedCommunity, Manahawkin, New Jersey]
-
A.
Bellmawr, New Jersey
Bellmawr, New Jersey is a suburban borough in Camden County known for its residential neighborhoods and proximity to major highways in the Philadelphia metropolitan area.
-
B.
Wharton, New Jersey
Wharton, New Jersey is a small borough in northern New Jersey known for its historic roots in the region’s iron-mining industry and its location within Morris County.
-
C.
Belmar, New Jersey
Belmar, New Jersey is a small Jersey Shore borough best known for its popular oceanfront beaches and boardwalk and for its association with Bruce Springsteen’s E Street Band.
-
D.
Penns Neck, New Jersey
Penns Neck, New Jersey is an unincorporated community and historic crossroads area within Mercer County known for its residential neighborhoods and proximity to Princeton.
-
E.
Medford, New Jersey
Medford, New Jersey is a suburban township in Burlington County known for its pine forests, lakes, and proximity to the Pinelands’ Wharton State Forest.
- 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: Manahawkin, New Jersey Triple: [Stafford Township, New Jersey, hasUnincorporatedCommunity, Manahawkin, New Jersey]
Generated description
Manahawkin, New Jersey is a coastal community in Ocean County that serves as a gateway to Long Beach Island and a residential and commercial hub for the surrounding area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manahawkin, New Jersey Target entity description: Manahawkin, New Jersey is a coastal community in Ocean County that serves as a gateway to Long Beach Island and a residential and commercial hub for the surrounding area.
-
A.
Bellmawr, New Jersey
Bellmawr, New Jersey is a suburban borough in Camden County known for its residential neighborhoods and proximity to major highways in the Philadelphia metropolitan area.
-
B.
Wharton, New Jersey
Wharton, New Jersey is a small borough in northern New Jersey known for its historic roots in the region’s iron-mining industry and its location within Morris County.
-
C.
Belmar, New Jersey
Belmar, New Jersey is a small Jersey Shore borough best known for its popular oceanfront beaches and boardwalk and for its association with Bruce Springsteen’s E Street Band.
-
D.
Penns Neck, New Jersey
Penns Neck, New Jersey is an unincorporated community and historic crossroads area within Mercer County known for its residential neighborhoods and proximity to Princeton.
-
E.
Medford, New Jersey
Medford, New Jersey is a suburban township in Burlington County known for its pine forests, lakes, and proximity to the Pinelands’ Wharton State Forest.
- 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_69e0b51c33048190ab27cede74ef798c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8a850617081909bf5c1ecc84d55b1 |
completed | April 22, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0abaf1088190a67d04a4a2482225 |
completed | May 19, 2026, 7:01 a.m. |
| NEDg | Description generation | batch_6a0c0b5c43748190b209e13ce8aa0bdb |
completed | May 19, 2026, 7:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0bb05de481909b343f4105e5f4cc |
completed | May 19, 2026, 7:05 a.m. |
Created at: April 16, 2026, 4:44 p.m.