Triple

T4295004
Position Surface form Disambiguated ID Type / Status
Subject Socorro, New Mexico E99688 entity
Predicate isServedBy P1293 FINISHED
Object Socorro Municipal Airport
Socorro Municipal Airport is a public-use airport that provides general aviation services to the city of Socorro in central New Mexico.
E428399 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: Socorro Municipal Airport | Statement: [Socorro, New Mexico, isServedBy, Socorro Municipal Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Socorro Municipal Airport
Context triple: [Socorro, New Mexico, isServedBy, Socorro Municipal Airport]
  • A. Pueblo Memorial Airport
    Pueblo Memorial Airport is a public airport serving the city of Pueblo in southern Colorado, providing general aviation, military, and limited commercial air services.
  • B. Santa Fe Regional Airport
    Santa Fe Regional Airport is a public airport providing commercial and general aviation services to the city of Santa Fe and the surrounding region in northern New Mexico.
  • C. Salinas Municipal Airport
    Salinas Municipal Airport is a public airport serving the city of Salinas in Monterey County, California, primarily used for general aviation and regional air services.
  • D. Uvalde Municipal Airport
    Uvalde Municipal Airport is a public aviation facility serving the city of Uvalde and surrounding areas in Uvalde County, Texas.
  • E. Flagstaff Pulliam Airport
    Flagstaff Pulliam Airport is a public airport serving the city of Flagstaff, Arizona, providing regional commercial flights and general aviation services.
  • 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: Socorro Municipal Airport
Triple: [Socorro, New Mexico, isServedBy, Socorro Municipal Airport]
Generated description
Socorro Municipal Airport is a public-use airport that provides general aviation services to the city of Socorro in central New Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Socorro Municipal Airport
Target entity description: Socorro Municipal Airport is a public-use airport that provides general aviation services to the city of Socorro in central New Mexico.
  • A. Pueblo Memorial Airport
    Pueblo Memorial Airport is a public airport serving the city of Pueblo in southern Colorado, providing general aviation, military, and limited commercial air services.
  • B. Santa Fe Regional Airport
    Santa Fe Regional Airport is a public airport providing commercial and general aviation services to the city of Santa Fe and the surrounding region in northern New Mexico.
  • C. Salinas Municipal Airport
    Salinas Municipal Airport is a public airport serving the city of Salinas in Monterey County, California, primarily used for general aviation and regional air services.
  • D. Uvalde Municipal Airport
    Uvalde Municipal Airport is a public aviation facility serving the city of Uvalde and surrounding areas in Uvalde County, Texas.
  • E. Flagstaff Pulliam Airport
    Flagstaff Pulliam Airport is a public airport serving the city of Flagstaff, Arizona, providing regional commercial flights and general aviation services.
  • 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_69b3455175088190aa79c6e03b86647e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35085b864819086cf726285384566 completed March 12, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c740c4a081909a63fb957f2926ae completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7d04508819087b14c5c86f1e015 completed March 14, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69b5c84ccea08190a8e7e8fa93934ea2 completed March 14, 2026, 8:42 p.m.
Created at: March 12, 2026, 11:08 p.m.