Triple

T3082833
Position Surface form Disambiguated ID Type / Status
Subject Birmingham Airport E64298 entity
Predicate ICAOcode P419 FINISHED
Object EGBB
EGBB is the ICAO airport code for Birmingham Airport, a major international airport serving Birmingham and the West Midlands region of England.
E325918 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: EGBB | Statement: [Birmingham Airport, ICAOcode, EGBB]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EGBB
Context triple: [Birmingham Airport, ICAOcode, EGBB]
  • A. EBBR
    EBBR is the ICAO airport code for Brussels Airport, the main international airport serving Brussels, Belgium.
  • B. EBBL
    EBBL is the ICAO airport code for Kleine-Brogel Air Base, a military airfield in Belgium.
  • C. GBE
    GBE is the highest grade of the Order of the British Empire, typically awarded for exceptionally distinguished service to the arts, sciences, public services, or charitable work.
  • D. EBBE
    EBBE is the ICAO airport code for Beauvechain Air Base, a military airfield in Belgium.
  • E. GBBC
    GBBC is a global citizen-science project in which people of all ages count birds in their backyards and communities each February to help track and study bird populations.
  • 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: EGBB
Triple: [Birmingham Airport, ICAOcode, EGBB]
Generated description
EGBB is the ICAO airport code for Birmingham Airport, a major international airport serving Birmingham and the West Midlands region of England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EGBB
Target entity description: EGBB is the ICAO airport code for Birmingham Airport, a major international airport serving Birmingham and the West Midlands region of England.
  • A. EBBR
    EBBR is the ICAO airport code for Brussels Airport, the main international airport serving Brussels, Belgium.
  • B. EBBL
    EBBL is the ICAO airport code for Kleine-Brogel Air Base, a military airfield in Belgium.
  • C. GBE
    GBE is the highest grade of the Order of the British Empire, typically awarded for exceptionally distinguished service to the arts, sciences, public services, or charitable work.
  • D. EBBE
    EBBE is the ICAO airport code for Beauvechain Air Base, a military airfield in Belgium.
  • E. GBBC
    GBBC is a global citizen-science project in which people of all ages count birds in their backyards and communities each February to help track and study bird populations.
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1e877008190aacbd6f1357bdb9b completed March 8, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f89847e48190b82849701e119758 completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f9608e88819098f4044e54e0d908 completed March 11, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69b1fe3c8f408190988e7c7e3a51057e completed March 11, 2026, 11:43 p.m.
Created at: March 8, 2026, 3:03 p.m.