Triple

T13659846
Position Surface form Disambiguated ID Type / Status
Subject Air Marshall Islands E326965 entity
Predicate ICAOCode P419 FINISHED
Object CWM
CWM is the ICAO airport code assigned to Air Marshall Islands, the national airline of the Marshall Islands.
 E1052626 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: CWM | Statement: [Air Marshall Islands, ICAOCode, CWM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CWM
Context triple: [Air Marshall Islands, ICAOCode, CWM]
  • A. CWM
    CWM is the National Rail station code for Cwmbran railway station in Torfaen, Wales.
  • B. CWM
    CWM is an international committee of the International Mathematical Union dedicated to promoting and supporting the participation of women in mathematics worldwide.
  • C. cwm
    cwm is a lightweight, keyboard-centric stacking window manager for X11, known for its simplicity and inclusion as the default in OpenBSD.
  • D. CUWMA
    CUWMA is an academic organization or department associated with George Washington University, likely focused on a specialized area of research or study.
  • E. CWA
    CWA is a major U.S. environmental law that regulates the discharge of pollutants into the nation’s waters and sets water quality standards.
  • 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: CWM
Triple: [Air Marshall Islands, ICAOCode, CWM]
Generated description
CWM is the ICAO airport code assigned to Air Marshall Islands, the national airline of the Marshall Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CWM
Target entity description: CWM is the ICAO airport code assigned to Air Marshall Islands, the national airline of the Marshall Islands.
  • A. CWM
    CWM is the National Rail station code for Cwmbran railway station in Torfaen, Wales.
  • B. CWM
    CWM is an international committee of the International Mathematical Union dedicated to promoting and supporting the participation of women in mathematics worldwide.
  • C. cwm
    cwm is a lightweight, keyboard-centric stacking window manager for X11, known for its simplicity and inclusion as the default in OpenBSD.
  • D. CUWMA
    CUWMA is an academic organization or department associated with George Washington University, likely focused on a specialized area of research or study.
  • E. CWA
    CWA is a major U.S. environmental law that regulates the discharge of pollutants into the nation’s waters and sets water quality standards.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc61f0d808190b1cd2a6ba0d930eb completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b06c5d081909d31b8a537c94edb completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78bd727048190a57a75294a9ab53d completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78c94da6c8190b9bc1d04cee19c3c completed May 3, 2026, 5:57 p.m.
Created at: April 9, 2026, 9:52 p.m.