Triple

T15378496
Position Surface form Disambiguated ID Type / Status
Subject Manzanillo International Airport E367735 entity
Predicate ICAOcode P419 FINISHED
Object MMZO
MMZO is the ICAO airport code for Manzanillo International Airport in Colima, Mexico.
 E1152787 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: MMZO | Statement: [Manzanillo International Airport, ICAOcode, MMZO]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MMZO
Context triple: [Manzanillo International Airport, ICAOcode, MMZO]
  • A. MMO
    MMO is the commonly used abbreviation for the UK’s Marine Management Organisation, the government body responsible for regulating and managing marine activities in English waters.
  • B. MMO
    MMO, short for Mercury Magnetospheric Orbiter, is the Japanese-built spacecraft that forms part of the joint ESA–JAXA BepiColombo mission to study Mercury’s magnetic environment.
  • C. MMZ
    MMZ is the ICAO airline designator assigned to EuroAtlantic Airways, a Portuguese charter and wet-lease carrier.
  • D. MMHO
    MMHO is the ICAO airport code for General Ignacio Pesqueira García International Airport serving Hermosillo, Sonora, Mexico.
  • E. MZH
    MZH is the National Rail station code for Maze Hill railway station in southeast London.
  • 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: MMZO
Triple: [Manzanillo International Airport, ICAOcode, MMZO]
Generated description
MMZO is the ICAO airport code for Manzanillo International Airport in Colima, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MMZO
Target entity description: MMZO is the ICAO airport code for Manzanillo International Airport in Colima, Mexico.
  • A. MMO
    MMO is the commonly used abbreviation for the UK’s Marine Management Organisation, the government body responsible for regulating and managing marine activities in English waters.
  • B. MMO
    MMO, short for Mercury Magnetospheric Orbiter, is the Japanese-built spacecraft that forms part of the joint ESA–JAXA BepiColombo mission to study Mercury’s magnetic environment.
  • C. MMZ
    MMZ is the ICAO airline designator assigned to EuroAtlantic Airways, a Portuguese charter and wet-lease carrier.
  • D. MMHO
    MMHO is the ICAO airport code for General Ignacio Pesqueira García International Airport serving Hermosillo, Sonora, Mexico.
  • E. MZH
    MZH is the National Rail station code for Maze Hill railway station in southeast London.
  • 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_69d85a1551a08190ba2caea7cd51c639 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e6044488190b0499db109f7f821 completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b56dd1c81909a3933330e85fe0e completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0c1fd2dc8190934b21837f0d8689 completed May 9, 2026, 10:27 a.m.
NED2 Entity disambiguation (via description) batch_69ff0c81636c81909536e69b48c5c400 completed May 9, 2026, 10:29 a.m.
Created at: April 10, 2026, 3:19 a.m.