Triple

T2638803
Position Surface form Disambiguated ID Type / Status
Subject Hattiesburg, Mississippi E62812 entity
Predicate governingBody P46 FINISHED
Object 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.
E284297 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: Hattiesburg City Council | Statement: [Hattiesburg, Mississippi, governingBody, Hattiesburg City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hattiesburg City Council
Context triple: [Hattiesburg, Mississippi, governingBody, Hattiesburg City Council]
  • A. 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.
  • 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. New Orleans City Council
    The New Orleans City Council is the elected legislative body responsible for creating local laws, approving budgets, and overseeing municipal governance in the city of New Orleans.
  • D. Memphis City Council
    The Memphis City Council is the unicameral legislative body responsible for enacting local laws, setting policy, and overseeing the municipal government of Memphis, Tennessee.
  • E. Denver Parish Council
    Denver Parish Council is the local elected authority responsible for representing and managing community affairs in the village of Denver, Norfolk.
  • 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: Hattiesburg City Council
Triple: [Hattiesburg, Mississippi, governingBody, Hattiesburg City Council]
Generated description
The Hattiesburg City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Hattiesburg, Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hattiesburg City Council
Target entity description: The Hattiesburg City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Hattiesburg, Mississippi.
  • A. 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.
  • 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. New Orleans City Council
    The New Orleans City Council is the elected legislative body responsible for creating local laws, approving budgets, and overseeing municipal governance in the city of New Orleans.
  • D. Memphis City Council
    The Memphis City Council is the unicameral legislative body responsible for enacting local laws, setting policy, and overseeing the municipal government of Memphis, Tennessee.
  • E. Denver Parish Council
    Denver Parish Council is the local elected authority responsible for representing and managing community affairs in the village of Denver, Norfolk.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8e470ac8190bd0d6de6805afcd0 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90b628748190bdbb23f1d85bc3fd completed March 10, 2026, 3:32 a.m.
NEDg Description generation batch_69af91c6de008190ad8fb3a3c06472cb completed March 10, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69af9253953c8190a8e18c92d66263cc completed March 10, 2026, 3:38 a.m.
Created at: March 6, 2026, 9:53 p.m.