Triple

T18157014
Position Surface form Disambiguated ID Type / Status
Subject Monaco Heliport E434657 entity
Predicate ICAOCode P419 FINISHED
Object LNMC
LNMC is the ICAO airport code assigned to Monaco Heliport, the main helicopter facility serving the Principality of Monaco.
 E1310249 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: LNMC | Statement: [Monaco Heliport, ICAOCode, LNMC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LNMC
Context triple: [Monaco Heliport, ICAOCode, LNMC]
  • A. NMCS
    NMCS is the acronym for the National Military Command System, the U.S. Department of Defense’s primary network for command, control, and communication of military operations and national defense decisions.
  • B. NMC
    NMC is the civic governing body responsible for administering and managing municipal services and infrastructure in the city of Nashik, Maharashtra, India.
  • C. NMC
    NMC is the abbreviated name commonly used for the Nagpur Municipal Corporation, the civic governing body of Nagpur city in Maharashtra, India.
  • D. NLC
    NLC is an abbreviation commonly used for the National Labor College, a former U.S. institution dedicated to higher education and training for labor union members and leaders.
  • E. NLC
    NLC is the FAA location identifier for Naval Air Station Lemoore, a major U.S. Navy jet air station in California.
  • 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: LNMC
Triple: [Monaco Heliport, ICAOCode, LNMC]
Generated description
LNMC is the ICAO airport code assigned to Monaco Heliport, the main helicopter facility serving the Principality of Monaco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LNMC
Target entity description: LNMC is the ICAO airport code assigned to Monaco Heliport, the main helicopter facility serving the Principality of Monaco.
  • A. NMCS
    NMCS is the acronym for the National Military Command System, the U.S. Department of Defense’s primary network for command, control, and communication of military operations and national defense decisions.
  • B. NMC
    NMC is the civic governing body responsible for administering and managing municipal services and infrastructure in the city of Nashik, Maharashtra, India.
  • C. NMC
    NMC is the abbreviated name commonly used for the Nagpur Municipal Corporation, the civic governing body of Nagpur city in Maharashtra, India.
  • D. NLC
    NLC is an abbreviation commonly used for the National Labor College, a former U.S. institution dedicated to higher education and training for labor union members and leaders.
  • E. NLC
    NLC is the FAA location identifier for Naval Air Station Lemoore, a major U.S. Navy jet air station in California.
  • 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_69d8b90b7a188190b3fc7b8d4a6cd20a completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4debf43348190a22f23a4bbfab433 completed April 19, 2026, 1:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038fbcd66c819097cb2cd457157e2b completed May 12, 2026, 8:38 p.m.
NEDg Description generation batch_6a03915b8a748190bf168a308e4c638c completed May 12, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_6a0392118b84819081252eb438ed5654 completed May 12, 2026, 8:48 p.m.
Created at: April 10, 2026, 10:30 a.m.