Triple

T4444175
Position Surface form Disambiguated ID Type / Status
Subject Frankfurt Egelsbach Airport E96239 entity
Predicate IATAcode P418 FINISHED
Object QEF
QEF is the IATA airport code for Frankfurt Egelsbach Airport, a general aviation airfield near Frankfurt, Germany.
 E440690 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: QEF | Statement: [Frankfurt Egelsbach Airport, IATAcode, QEF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: QEF
Context triple: [Frankfurt Egelsbach Airport, IATAcode, QEF]
  • A. QF
    QF is the IATA airline designator used for Qantas, the flag carrier of Australia.
  • B. EQF
    EQF is a European reference framework that helps compare and translate qualifications across different countries’ education and training systems.
  • C. FEQ
    FEQ is a major annual summer music festival held in Quebec City, Canada, featuring a wide range of international and local artists across multiple genres.
  • D. QFC
    QFC is a regional supermarket chain in the Pacific Northwest of the United States, operating as a subsidiary of Kroger.
  • E. QFO
    QFO is the IATA airport code assigned to Florennes Air Base, a military airfield in Belgium.
  • 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: QEF
Triple: [Frankfurt Egelsbach Airport, IATAcode, QEF]
Generated description
QEF is the IATA airport code for Frankfurt Egelsbach Airport, a general aviation airfield near Frankfurt, Germany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: QEF
Target entity description: QEF is the IATA airport code for Frankfurt Egelsbach Airport, a general aviation airfield near Frankfurt, Germany.
  • A. QF
    QF is the IATA airline designator used for Qantas, the flag carrier of Australia.
  • B. EQF
    EQF is a European reference framework that helps compare and translate qualifications across different countries’ education and training systems.
  • C. FEQ
    FEQ is a major annual summer music festival held in Quebec City, Canada, featuring a wide range of international and local artists across multiple genres.
  • D. QFC
    QFC is a regional supermarket chain in the Pacific Northwest of the United States, operating as a subsidiary of Kroger.
  • E. QFO
    QFO is the IATA airport code assigned to Florennes Air Base, a military airfield in Belgium.
  • 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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355b052688190a0d8e5912f82151c completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61382d00481908b7c84f337b5cad7 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6177d1a588190991fddf506239d22 completed March 15, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69b61b6bc1448190b30d444a821bb1a5 completed March 15, 2026, 2:37 a.m.
Created at: March 12, 2026, 11:32 p.m.