Triple

T4305651
Position Surface form Disambiguated ID Type / Status
Subject Dona Ana County, New Mexico E99948 entity
Predicate containsCommunity P8617 FINISHED
Object Berino, New Mexico
Berino, New Mexico is a small unincorporated community in southern New Mexico, located in the Mesilla Valley near the Texas border and the city of Las Cruces.
 E525932 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: Berino, New Mexico | Statement: [Dona Ana County, New Mexico, containsCommunity, Berino, New Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berino, New Mexico
Context triple: [Dona Ana County, New Mexico, containsCommunity, Berino, New Mexico]
  • A. Las Cruces, New Mexico
    Las Cruces, New Mexico is a city in southern New Mexico known as a regional hub for education, agriculture, and technology, and as the home of New Mexico State University.
  • B. Santa Fe, New Mexico
    Santa Fe, New Mexico is the capital city of New Mexico, renowned for its Pueblo-style architecture, vibrant arts scene, and rich blend of Native American, Hispanic, and Anglo cultures.
  • C. Belen, New Mexico
    Belen, New Mexico is a small city in central New Mexico known as a key transportation hub and bedroom community within the Albuquerque metropolitan area.
  • D. Williamsburg, New Mexico
    Williamsburg, New Mexico is a small village in Sierra County in southern New Mexico, located near the Rio Grande and adjacent to the city of Truth or Consequences.
  • E. Socorro, New Mexico
    Socorro, New Mexico is a small city in central New Mexico known for its proximity to the Very Large Array radio telescope and New Mexico Tech, a prominent science and engineering university.
  • 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: Berino, New Mexico
Triple: [Dona Ana County, New Mexico, containsCommunity, Berino, New Mexico]
Generated description
Berino, New Mexico is a small unincorporated community in southern New Mexico, located in the Mesilla Valley near the Texas border and the city of Las Cruces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berino, New Mexico
Target entity description: Berino, New Mexico is a small unincorporated community in southern New Mexico, located in the Mesilla Valley near the Texas border and the city of Las Cruces.
  • A. Las Cruces, New Mexico
    Las Cruces, New Mexico is a city in southern New Mexico known as a regional hub for education, agriculture, and technology, and as the home of New Mexico State University.
  • B. Santa Fe, New Mexico
    Santa Fe, New Mexico is the capital city of New Mexico, renowned for its Pueblo-style architecture, vibrant arts scene, and rich blend of Native American, Hispanic, and Anglo cultures.
  • C. Belen, New Mexico
    Belen, New Mexico is a small city in central New Mexico known as a key transportation hub and bedroom community within the Albuquerque metropolitan area.
  • D. Williamsburg, New Mexico
    Williamsburg, New Mexico is a small village in Sierra County in southern New Mexico, located near the Rio Grande and adjacent to the city of Truth or Consequences.
  • E. Socorro, New Mexico
    Socorro, New Mexico is a small city in central New Mexico known for its proximity to the Very Large Array radio telescope and New Mexico Tech, a prominent science and engineering university.
  • 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350ba57ec8190afda7d8318e5d2d0 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfa1b5c0e081909c9a923eef50018c completed March 22, 2026, 8 a.m.
NEDg Description generation batch_69bfa27d71fc8190aee4de452eb259fe completed March 22, 2026, 8:04 a.m.
NED2 Entity disambiguation (via description) batch_69bfa30af20c8190a759a3b7b108371b completed March 22, 2026, 8:06 a.m.
Created at: March 12, 2026, 11:09 p.m.