Triple

T3984994
Position Surface form Disambiguated ID Type / Status
Subject Gulfport, Mississippi E86848 entity
Predicate governingBody P46 FINISHED
Object Gulfport City Council
The Gulfport City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Gulfport, Mississippi.
E404899 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 City Council | Statement: [Gulfport, Mississippi, governingBody, Gulfport City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulfport City Council
Context triple: [Gulfport, Mississippi, governingBody, Gulfport City Council]
  • A. Hattiesburg City Council
    The Hattiesburg City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Hattiesburg, Mississippi.
  • B. Baldwin County Commission
    The Baldwin County Commission is the elected governing body responsible for setting policy, managing budgets, and overseeing county services in Baldwin County, Alabama.
  • C. 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.
  • D. Sarasota City Commission
    The Sarasota City Commission is the elected municipal governing council responsible for setting policy, passing local ordinances, and overseeing the administration of the city of Sarasota, Florida.
  • E. Gary City Council
    The Gary City Council is the legislative body responsible for creating local laws, setting policies, and overseeing municipal governance for the city of Gary, Indiana.
  • 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 City Council
Triple: [Gulfport, Mississippi, governingBody, Gulfport City Council]
Generated description
The Gulfport City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Gulfport, Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulfport City Council
Target entity description: The Gulfport City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Gulfport, Mississippi.
  • A. Hattiesburg City Council
    The Hattiesburg City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Hattiesburg, Mississippi.
  • B. Baldwin County Commission
    The Baldwin County Commission is the elected governing body responsible for setting policy, managing budgets, and overseeing county services in Baldwin County, Alabama.
  • C. 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.
  • D. Sarasota City Commission
    The Sarasota City Commission is the elected municipal governing council responsible for setting policy, passing local ordinances, and overseeing the administration of the city of Sarasota, Florida.
  • E. Gary City Council
    The Gary City Council is the legislative body responsible for creating local laws, setting policies, and overseeing municipal governance for the city of Gary, Indiana.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9dfaf28819081b547836d79b889 completed March 9, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5402bbe208190947321353c309c98 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b54126234c8190990cf6df84a83e92 completed March 14, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69b5458d736481908ca826fa4fd01b8c completed March 14, 2026, 11:25 a.m.
Created at: March 9, 2026, 3:33 p.m.