Triple

T15284362
Position Surface form Disambiguated ID Type / Status
Subject Ocean Springs E365355 entity
Predicate locatedInMetropolitanArea P294 FINISHED
Object Pascagoula metropolitan area
The Pascagoula metropolitan area is a small coastal metro region in southeastern Mississippi centered on the city of Pascagoula and its surrounding communities along the Gulf of Mexico.
 E1153921 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: Pascagoula metropolitan area | Statement: [Ocean Springs, locatedInMetropolitanArea, Pascagoula metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pascagoula metropolitan area
Context triple: [Ocean Springs, locatedInMetropolitanArea, Pascagoula metropolitan area]
  • A. Gulfport–Biloxi metropolitan area
    The Gulfport–Biloxi metropolitan area is a coastal urban region in southern Mississippi centered on the cities of Gulfport and Biloxi, known for its tourism, casinos, and Gulf Coast beaches.
  • B. Hattiesburg metropolitan area
    The Hattiesburg metropolitan area is a regional urban hub in southern Mississippi centered on the city of Hattiesburg and its surrounding communities.
  • C. Pascagoula
    Pascagoula is a coastal city in southeastern Mississippi known for its major shipbuilding industry and location along the Gulf of Mexico.
  • D. Biloxi
    Biloxi is a coastal Mississippi city known for its beaches, casinos, and seafood industry along the Gulf of Mexico.
  • E. Morgan City
    Morgan City is a coastal community in south-central Louisiana known for its seafood industry, oil and gas activities, and location along the Atchafalaya River.
  • 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: Pascagoula metropolitan area
Triple: [Ocean Springs, locatedInMetropolitanArea, Pascagoula metropolitan area]
Generated description
The Pascagoula metropolitan area is a small coastal metro region in southeastern Mississippi centered on the city of Pascagoula and its surrounding communities along the Gulf of Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pascagoula metropolitan area
Target entity description: The Pascagoula metropolitan area is a small coastal metro region in southeastern Mississippi centered on the city of Pascagoula and its surrounding communities along the Gulf of Mexico.
  • A. Gulfport–Biloxi metropolitan area
    The Gulfport–Biloxi metropolitan area is a coastal urban region in southern Mississippi centered on the cities of Gulfport and Biloxi, known for its tourism, casinos, and Gulf Coast beaches.
  • B. Hattiesburg metropolitan area
    The Hattiesburg metropolitan area is a regional urban hub in southern Mississippi centered on the city of Hattiesburg and its surrounding communities.
  • C. Pascagoula
    Pascagoula is a coastal city in southeastern Mississippi known for its major shipbuilding industry and location along the Gulf of Mexico.
  • D. Biloxi
    Biloxi is a coastal Mississippi city known for its beaches, casinos, and seafood industry along the Gulf of Mexico.
  • E. Morgan City
    Morgan City is a coastal community in south-central Louisiana known for its seafood industry, oil and gas activities, and location along the Atchafalaya River.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e53c9588190a6cb61ac8805c706 completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b39b6f88190ac9d6532e99fda31 completed May 9, 2026, 10:23 a.m.
NEDg Description generation batch_69ff0f6da7a08190a185150ac5c2b76d completed May 9, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ff10af638c81908c8df0138de64f32 completed May 9, 2026, 10:47 a.m.
Created at: April 10, 2026, 3:15 a.m.