Triple

T631855
Position Surface form Disambiguated ID Type / Status
Subject Mississippi E15942 entity
Predicate hasCity P316 FINISHED
Object Gulfport, Mississippi
Gulfport, Mississippi is a coastal city on the Gulf of Mexico known for its port, beaches, and role as a major urban center in southern Mississippi.
E86848 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: Gulfport, Mississippi | Statement: [Mississippi, hasCity, Gulfport, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulfport, Mississippi
Context triple: [Mississippi, hasCity, Gulfport, Mississippi]
  • A. Biloxi
    Biloxi is a coastal Mississippi city known for its beaches, casinos, and seafood industry along the Gulf of Mexico.
  • B. Hattiesburg, Mississippi
    Hattiesburg, Mississippi is a mid-sized city in southern Mississippi known as a regional hub for education, healthcare, and transportation, home to the University of Southern Mississippi and a historic downtown.
  • C. Port of Mobile
    The Port of Mobile is a major deep-water seaport in Alabama that serves as a key hub for international trade, shipping, and transportation infrastructure in the southeastern United States.
  • D. Meridian, Mississippi
    Meridian, Mississippi is a historic city in eastern Mississippi known as a regional transportation hub and cultural center.
  • E. Laurel, Mississippi
    Laurel, Mississippi is a small city in southeastern Mississippi known for its historic downtown, timber industry roots, and as the setting of the HGTV show "Home Town."
  • 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: Gulfport, Mississippi
Triple: [Mississippi, hasCity, Gulfport, Mississippi]
Generated description
Gulfport, Mississippi is a coastal city on the Gulf of Mexico known for its port, beaches, and role as a major urban center in southern Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulfport, Mississippi
Target entity description: Gulfport, Mississippi is a coastal city on the Gulf of Mexico known for its port, beaches, and role as a major urban center in southern Mississippi.
  • A. Biloxi
    Biloxi is a coastal Mississippi city known for its beaches, casinos, and seafood industry along the Gulf of Mexico.
  • B. Hattiesburg, Mississippi
    Hattiesburg, Mississippi is a mid-sized city in southern Mississippi known as a regional hub for education, healthcare, and transportation, home to the University of Southern Mississippi and a historic downtown.
  • C. Port of Mobile
    The Port of Mobile is a major deep-water seaport in Alabama that serves as a key hub for international trade, shipping, and transportation infrastructure in the southeastern United States.
  • D. Meridian, Mississippi
    Meridian, Mississippi is a historic city in eastern Mississippi known as a regional transportation hub and cultural center.
  • E. Laurel, Mississippi
    Laurel, Mississippi is a small city in southeastern Mississippi known for its historic downtown, timber industry roots, and as the setting of the HGTV show "Home Town."
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49ec2a4c08190bc5c6ce8a10b0967 completed March 1, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a63742d8a8819087c7c2fa2430da75 completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a637ef099c8190a23f59a39e4e110a completed March 3, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69a63c075f988190aa9f7073b44fb97b completed March 3, 2026, 1:40 a.m.
Created at: March 1, 2026, 7:35 p.m.