Triple

T16949862
Position Surface form Disambiguated ID Type / Status
Subject Hobbs, New Mexico E411153 entity
Predicate governingBody P46 FINISHED
Object Hobbs city government
Hobbs city government is the municipal authority responsible for administering local services, policies, and regulations for the city of Hobbs, New Mexico.
E1241702 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: Hobbs city government | Statement: [Hobbs, New Mexico, governingBody, Hobbs city government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hobbs city government
Context triple: [Hobbs, New Mexico, governingBody, Hobbs city government]
  • A. Liberty city government
    The Liberty city government is the municipal authority responsible for local governance, public services, and policy administration within the city of Liberty, Missouri.
  • B. Hannan city government
    Hannan city government is the municipal administrative authority responsible for governing and providing public services in Hannan, Japan.
  • C. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • D. Hannibal City Council
    Hannibal City Council is the municipal legislative body responsible for making local laws, policies, and budget decisions for the city of Hannibal, Missouri.
  • E. Connell City Council
    Connell City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Connell, Washington.
  • 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: Hobbs city government
Triple: [Hobbs, New Mexico, governingBody, Hobbs city government]
Generated description
Hobbs city government is the municipal authority responsible for administering local services, policies, and regulations for the city of Hobbs, New Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hobbs city government
Target entity description: Hobbs city government is the municipal authority responsible for administering local services, policies, and regulations for the city of Hobbs, New Mexico.
  • A. Liberty city government
    The Liberty city government is the municipal authority responsible for local governance, public services, and policy administration within the city of Liberty, Missouri.
  • B. Hannan city government
    Hannan city government is the municipal administrative authority responsible for governing and providing public services in Hannan, Japan.
  • C. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • D. Hannibal City Council
    Hannibal City Council is the municipal legislative body responsible for making local laws, policies, and budget decisions for the city of Hannibal, Missouri.
  • E. Connell City Council
    Connell City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Connell, Washington.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfb570b08190ae3385b0cad32668 completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfeeee948190a5c8904d1f559a28 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0c0ecc48190b88dcb170926bf16 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d194e9e08190bf0c4c0fe3921978 completed May 10, 2026, 6:42 p.m.
Created at: April 10, 2026, 5:31 a.m.