Triple

T4406097
Position Surface form Disambiguated ID Type / Status
Subject Queen Alia International Airport E93735 entity
Predicate IATAcode P418 FINISHED
Object AMM
AMM is the IATA airport code for Queen Alia International Airport, the main international gateway serving Amman, Jordan.
 E437667 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: AMM | Statement: [Queen Alia International Airport, IATAcode, AMM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AMM
Context triple: [Queen Alia International Airport, IATAcode, AMM]
  • A. AMM
    AMM is the commonly used abbreviation for the APEC Ministerial Meeting, the annual gathering of Asia-Pacific Economic Cooperation foreign and trade ministers.
  • B. AAMD
    AAMD is a professional organization representing the leaders of major art museums in North America, focused on advancing the role of art museums in society and supporting best practices in museum governance and curation.
  • C. AMCC
    AMCC (Applied Micro Circuits Corporation) is a semiconductor company known for designing and manufacturing Power Architecture-based processors and related networking and embedded computing solutions.
  • D. AMF
    AMF is a regional Arab financial institution that promotes monetary cooperation, economic integration, and development among its member states.
  • E. AMA
    AMA is the leading professional association and lobbying group representing physicians and medical students in the United States.
  • 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: AMM
Triple: [Queen Alia International Airport, IATAcode, AMM]
Generated description
AMM is the IATA airport code for Queen Alia International Airport, the main international gateway serving Amman, Jordan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AMM
Target entity description: AMM is the IATA airport code for Queen Alia International Airport, the main international gateway serving Amman, Jordan.
  • A. AMM
    AMM is the commonly used abbreviation for the APEC Ministerial Meeting, the annual gathering of Asia-Pacific Economic Cooperation foreign and trade ministers.
  • B. AAMD
    AAMD is a professional organization representing the leaders of major art museums in North America, focused on advancing the role of art museums in society and supporting best practices in museum governance and curation.
  • C. AMCC
    AMCC (Applied Micro Circuits Corporation) is a semiconductor company known for designing and manufacturing Power Architecture-based processors and related networking and embedded computing solutions.
  • D. AMF
    AMF is a regional Arab financial institution that promotes monetary cooperation, economic integration, and development among its member states.
  • E. AMA
    AMA is the leading professional association and lobbying group representing physicians and medical students in the United States.
  • 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_69b345158c748190a2c040fce2da9980 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b35489f6948190a4b2c259f64b4abf completed March 13, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f6058f2c8190a50862d1a4607f3c completed March 14, 2026, 11:57 p.m.
NEDg Description generation batch_69b5f72c17fc819098c32cf56431e431 completed March 15, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7b0ef808190a913f494fdf5bb6d completed March 15, 2026, 12:05 a.m.
Created at: March 12, 2026, 11:28 p.m.