Triple

T16447841
Position Surface form Disambiguated ID Type / Status
Subject Multan International Airport E399477 entity
Predicate IATACode P418 FINISHED
Object MUX
MUX is the IATA airport code for Multan International Airport, a major airport serving the city of Multan in Pakistan.
 E1213180 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: MUX | Statement: [Multan International Airport, IATACode, MUX]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MUX
Context triple: [Multan International Airport, IATACode, MUX]
  • A. MIXER
    MIXER is an email gateway protocol that enables interoperability between X.400 and Internet mail systems, as defined in RFC 1664.
  • B. MIX
    MIX is Donald Knuth’s hypothetical computer architecture used in *The Art of Computer Programming* to illustrate and analyze algorithms in a machine-level context.
  • C. MPO
    MPO is the Mercury Planetary Orbiter, one of the two main spacecraft of the ESA–JAXA BepiColombo mission designed to study Mercury’s surface and internal composition.
  • D. MCE
    MCE is the three-letter IATA airport code for Merced Regional Airport in Merced, California.
  • E. MMC
    MMC is the stock ticker symbol for Marsh & McLennan Companies, a global professional services firm specializing in risk, strategy, and insurance.
  • 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: MUX
Triple: [Multan International Airport, IATACode, MUX]
Generated description
MUX is the IATA airport code for Multan International Airport, a major airport serving the city of Multan in Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MUX
Target entity description: MUX is the IATA airport code for Multan International Airport, a major airport serving the city of Multan in Pakistan.
  • A. MIXER
    MIXER is an email gateway protocol that enables interoperability between X.400 and Internet mail systems, as defined in RFC 1664.
  • B. MIX
    MIX is Donald Knuth’s hypothetical computer architecture used in *The Art of Computer Programming* to illustrate and analyze algorithms in a machine-level context.
  • C. MPO
    MPO is the Mercury Planetary Orbiter, one of the two main spacecraft of the ESA–JAXA BepiColombo mission designed to study Mercury’s surface and internal composition.
  • D. MCE
    MCE is the three-letter IATA airport code for Merced Regional Airport in Merced, California.
  • E. MMC
    MMC is the stock ticker symbol for Marsh & McLennan Companies, a global professional services firm specializing in risk, strategy, and insurance.
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32cddfc3c8190919b49f74b7e8e1a completed April 18, 2026, 7:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004594a4508190be08f3acfff36ab0 completed May 10, 2026, 8:45 a.m.
NEDg Description generation batch_6a0046833e208190a0e1e37fc24c09e0 completed May 10, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_6a00471604f88190b7cc58a77b861585 completed May 10, 2026, 8:51 a.m.
Created at: April 10, 2026, 5:10 a.m.