Triple

T15480930
Position Surface form Disambiguated ID Type / Status
Subject Abraham González International Airport E376913 entity
Predicate ICAOcode P419 FINISHED
Object MMCS
MMCS is the ICAO airport code for Abraham González International Airport serving Ciudad Juárez, Mexico.
E1159502 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: MMCS | Statement: [Abraham González International Airport, ICAOcode, MMCS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MMCS
Context triple: [Abraham González International Airport, ICAOcode, MMCS]
  • A. MMCC
    MMCC is the ICAO airport code assigned to Piedras Negras International Airport in Coahuila, Mexico.
  • B. MMCT
    MMCT is the Indian Railways station code for Mumbai Central, a major railway terminus in Mumbai, India.
  • C. MMCP
    MMCP is the ICAO airport code for Ing. Alberto Acuña Ongay International Airport in Campeche, Mexico.
  • D. MCS
    MCS is the Mellon College of Science, a core academic division of Carnegie Mellon University known for its programs in the natural and mathematical sciences.
  • E. MCS
    MCS is the stock ticker symbol for The Marcus Corporation, a U.S.-based company primarily known for its movie theaters and hospitality businesses.
  • 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: MMCS
Triple: [Abraham González International Airport, ICAOcode, MMCS]
Generated description
MMCS is the ICAO airport code for Abraham González International Airport serving Ciudad Juárez, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MMCS
Target entity description: MMCS is the ICAO airport code for Abraham González International Airport serving Ciudad Juárez, Mexico.
  • A. MMCC
    MMCC is the ICAO airport code assigned to Piedras Negras International Airport in Coahuila, Mexico.
  • B. MMCT
    MMCT is the Indian Railways station code for Mumbai Central, a major railway terminus in Mumbai, India.
  • C. MMCP
    MMCP is the ICAO airport code for Ing. Alberto Acuña Ongay International Airport in Campeche, Mexico.
  • D. MCS
    MCS is the Mellon College of Science, a core academic division of Carnegie Mellon University known for its programs in the natural and mathematical sciences.
  • E. MCS
    MCS is the stock ticker symbol for The Marcus Corporation, a U.S.-based company primarily known for its movie theaters and hospitality businesses.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8cb4388190a3b4c92c3bb4ad4f completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d0d6ef0819091623de2888a7101 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff302422488190aa70a6d6e07feea6 completed May 9, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff313c2a208190b25a3cebf2d742f5 completed May 9, 2026, 1:06 p.m.
Created at: April 10, 2026, 3:34 a.m.