Triple

T7063145
Position Surface form Disambiguated ID Type / Status
Subject New Mexico Department of Transportation E164271 entity
Predicate hasDivision P35 FINISHED
Object Aviation division of the New Mexico Department of Transportation
The Aviation Division of the New Mexico Department of Transportation is the state agency unit responsible for overseeing, supporting, and promoting aviation infrastructure, safety, and services across New Mexico.
E638471 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: Aviation division of the New Mexico Department of Transportation | Statement: [New Mexico Department of Transportation, hasDivision, Aviation division of the New Mexico Department of Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aviation division of the New Mexico Department of Transportation
Context triple: [New Mexico Department of Transportation, hasDivision, Aviation division of the New Mexico Department of Transportation]
  • A. New Mexico Department of Transportation
    The New Mexico Department of Transportation is the state agency responsible for planning, building, and maintaining New Mexico’s highway and transportation infrastructure.
  • B. Arizona Department of Transportation
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • C. New Mexico Department of Homeland Security and Emergency Management
    The New Mexico Department of Homeland Security and Emergency Management is the state agency responsible for coordinating disaster preparedness, response, recovery, and homeland security efforts across New Mexico.
  • D. state departments of transportation of New Mexico, Colorado, and Wyoming
    The state departments of transportation of New Mexico, Colorado, and Wyoming are the government agencies responsible for planning, building, and maintaining each state’s highway and transportation infrastructure.
  • E. Motor Vehicle Division of Arizona
    The Motor Vehicle Division of Arizona is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Arizona.
  • 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: Aviation division of the New Mexico Department of Transportation
Triple: [New Mexico Department of Transportation, hasDivision, Aviation division of the New Mexico Department of Transportation]
Generated description
The Aviation Division of the New Mexico Department of Transportation is the state agency unit responsible for overseeing, supporting, and promoting aviation infrastructure, safety, and services across New Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aviation division of the New Mexico Department of Transportation
Target entity description: The Aviation Division of the New Mexico Department of Transportation is the state agency unit responsible for overseeing, supporting, and promoting aviation infrastructure, safety, and services across New Mexico.
  • A. New Mexico Department of Transportation
    The New Mexico Department of Transportation is the state agency responsible for planning, building, and maintaining New Mexico’s highway and transportation infrastructure.
  • B. Arizona Department of Transportation
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • C. New Mexico Department of Homeland Security and Emergency Management
    The New Mexico Department of Homeland Security and Emergency Management is the state agency responsible for coordinating disaster preparedness, response, recovery, and homeland security efforts across New Mexico.
  • D. state departments of transportation of New Mexico, Colorado, and Wyoming
    The state departments of transportation of New Mexico, Colorado, and Wyoming are the government agencies responsible for planning, building, and maintaining each state’s highway and transportation infrastructure.
  • E. Motor Vehicle Division of Arizona
    The Motor Vehicle Division of Arizona is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Arizona.
  • 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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e45cf7488190a7ff15665e283c37 completed March 27, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788ba7af88190aeaf3205255af8ad completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c7892a387c8190856eac695fbcfb02 completed March 28, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69c789bc4fa081908cf40ec8ff189b90 completed March 28, 2026, 7:56 a.m.
Created at: March 27, 2026, 2:38 p.m.