Triple

T16973623
Position Surface form Disambiguated ID Type / Status
Subject Luna County, New Mexico E411750 entity
Predicate countySeat P383 FINISHED
Object Deming, New Mexico
Deming, New Mexico is a small city in southwestern New Mexico known as a regional hub for transportation, agriculture, and desert tourism.
 E1290678 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: Deming, New Mexico | Statement: [Luna County, New Mexico, countySeat, Deming, New Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deming, New Mexico
Context triple: [Luna County, New Mexico, countySeat, Deming, New Mexico]
  • A. La Luz, New Mexico
    La Luz, New Mexico is a small census-designated community in southern New Mexico known for its historic orchards and proximity to the Sacramento Mountains.
  • B. Gallup, New Mexico
    Gallup, New Mexico is a historic city in western New Mexico known for its strong Native American cultural presence and its role as a prominent stop along the former U.S. Route 66.
  • C. Dulce, New Mexico
    Dulce, New Mexico is a small community in northern New Mexico that serves as the primary population and administrative center of the Jicarilla Apache Nation.
  • D. Vado, New Mexico
    Vado, New Mexico is a small unincorporated community in southern New Mexico located near the U.S.–Mexico border in Doña Ana County.
  • E. Roy, New Mexico
    Roy, New Mexico is a small village in northeastern New Mexico that serves as the primary population center of rural Harding County.
  • 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: Deming, New Mexico
Triple: [Luna County, New Mexico, countySeat, Deming, New Mexico]
Generated description
Deming, New Mexico is a small city in southwestern New Mexico known as a regional hub for transportation, agriculture, and desert tourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deming, New Mexico
Target entity description: Deming, New Mexico is a small city in southwestern New Mexico known as a regional hub for transportation, agriculture, and desert tourism.
  • A. La Luz, New Mexico
    La Luz, New Mexico is a small census-designated community in southern New Mexico known for its historic orchards and proximity to the Sacramento Mountains.
  • B. Gallup, New Mexico
    Gallup, New Mexico is a historic city in western New Mexico known for its strong Native American cultural presence and its role as a prominent stop along the former U.S. Route 66.
  • C. Dulce, New Mexico
    Dulce, New Mexico is a small community in northern New Mexico that serves as the primary population and administrative center of the Jicarilla Apache Nation.
  • D. Vado, New Mexico
    Vado, New Mexico is a small unincorporated community in southern New Mexico located near the U.S.–Mexico border in Doña Ana County.
  • E. Roy, New Mexico
    Roy, New Mexico is a small village in northeastern New Mexico that serves as the primary population center of rural Harding County.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d0af06688190a77682aa297cd27e completed April 18, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0306df0fdc81908fd365dd599ef36f completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a03077c2f388190bcb034be8b395d72 completed May 12, 2026, 10:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03084521d88190ab60f3cbdfdb0869 completed May 12, 2026, 11 a.m.
Created at: April 10, 2026, 5:31 a.m.