Triple

T21995527
Position Surface form Disambiguated ID Type / Status
Subject Margate City, New Jersey E543196 entity
Predicate formerName P65 FINISHED
Object South Atlantic City
South Atlantic City was the former name of Margate City, a coastal resort community located along the Jersey Shore in Atlantic County, New Jersey.
 E1511543 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: South Atlantic City | Statement: [Margate City, New Jersey, formerName, South Atlantic City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Atlantic City
Context triple: [Margate City, New Jersey, formerName, South Atlantic City]
  • A. West Atlantic City
    West Atlantic City is an unincorporated community and census-designated place in Atlantic County, New Jersey, situated along the shore of Lakes Bay between Atlantic City and Pleasantville.
  • B. New Port
    New Port is a waterfront suburb within Adelaide’s northwestern metropolitan area in South Australia, known for its residential developments and proximity to the Port River.
  • C. Egg Harbor
    Egg Harbor is a small village and popular tourist destination on the shores of Lake Michigan in Door County, Wisconsin, known for its waterfront, resorts, and seasonal festivals.
  • D. Elizabeth City
    Elizabeth City is a small coastal city in northeastern North Carolina known historically as a port and commercial center on the Pasquotank River.
  • E. Wilmington
    Wilmington is a historic port city in southeastern North Carolina known for its riverfront, nearby Atlantic beaches, and well-preserved downtown district.
  • 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: South Atlantic City
Triple: [Margate City, New Jersey, formerName, South Atlantic City]
Generated description
South Atlantic City was the former name of Margate City, a coastal resort community located along the Jersey Shore in Atlantic County, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Atlantic City
Target entity description: South Atlantic City was the former name of Margate City, a coastal resort community located along the Jersey Shore in Atlantic County, New Jersey.
  • A. West Atlantic City
    West Atlantic City is an unincorporated community and census-designated place in Atlantic County, New Jersey, situated along the shore of Lakes Bay between Atlantic City and Pleasantville.
  • B. New Port
    New Port is a waterfront suburb within Adelaide’s northwestern metropolitan area in South Australia, known for its residential developments and proximity to the Port River.
  • C. Egg Harbor
    Egg Harbor is a small village and popular tourist destination on the shores of Lake Michigan in Door County, Wisconsin, known for its waterfront, resorts, and seasonal festivals.
  • D. Elizabeth City
    Elizabeth City is a small coastal city in northeastern North Carolina known historically as a port and commercial center on the Pasquotank River.
  • E. Wilmington
    Wilmington is a historic port city in southeastern North Carolina known for its riverfront, nearby Atlantic beaches, and well-preserved downtown district.
  • 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_69e11e2c814c8190837d072789000486 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1276493bc81908567445e901bc3a7 completed April 28, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a6d87e33481909d2d795b2070fef3 completed May 18, 2026, 1:38 a.m.
NEDg Description generation batch_6a0a6e05677c819082f0613fbf6aeff0 completed May 18, 2026, 1:40 a.m.
NED2 Entity disambiguation (via description) batch_6a0a6e93dfe88190bcddd1802017ddea completed May 18, 2026, 1:42 a.m.
Created at: April 16, 2026, 8:19 p.m.