Triple

T15796590
Position Surface form Disambiguated ID Type / Status
Subject Biggs Army Airfield E382998 entity
Predicate IATAAirportCode P418 FINISHED
Object BIF
BIF is the IATA airport code for Biggs Army Airfield, a U.S. military airfield located at Fort Bliss in El Paso, Texas.
 E1176751 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: BIF | Statement: [Biggs Army Airfield, IATAAirportCode, BIF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BIF
Context triple: [Biggs Army Airfield, IATAAirportCode, BIF]
  • A. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • B. BIFA
    BIFA is the organization that runs the British Independent Film Awards, celebrating excellence in independent filmmaking in the United Kingdom.
  • C. Bifur
    Bifur is a dwarf warrior in J.R.R. Tolkien's "The Hobbit," known as one of the thirteen companions who accompany Thorin Oakenshield on the quest to reclaim the Lonely Mountain.
  • D. BYF
    BYF is the National Rail station code for Broughty Ferry railway station in Dundee, Scotland.
  • E. Bf
    Bf is the aircraft designation prefix historically used for military aircraft designed or built by the German manufacturer Bayerische Flugzeugwerke, notably including early Messerschmitt fighters.
  • 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: BIF
Triple: [Biggs Army Airfield, IATAAirportCode, BIF]
Generated description
BIF is the IATA airport code for Biggs Army Airfield, a U.S. military airfield located at Fort Bliss in El Paso, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BIF
Target entity description: BIF is the IATA airport code for Biggs Army Airfield, a U.S. military airfield located at Fort Bliss in El Paso, Texas.
  • A. BIF
    BIF is the National Rail station code for Barrow-in-Furness railway station in Cumbria, England.
  • B. BIFA
    BIFA is the organization that runs the British Independent Film Awards, celebrating excellence in independent filmmaking in the United Kingdom.
  • C. Bifur
    Bifur is a dwarf warrior in J.R.R. Tolkien's "The Hobbit," known as one of the thirteen companions who accompany Thorin Oakenshield on the quest to reclaim the Lonely Mountain.
  • D. BYF
    BYF is the National Rail station code for Broughty Ferry railway station in Dundee, Scotland.
  • E. Bf
    Bf is the aircraft designation prefix historically used for military aircraft designed or built by the German manufacturer Bayerische Flugzeugwerke, notably including early Messerschmitt fighters.
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4dd4fd88190a77b224b4dee6541 completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90aea81c8190ad8bc0cdedf4b77a completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff93b24828819092841bc02059995d completed May 9, 2026, 8:06 p.m.
NED2 Entity disambiguation (via description) batch_69ff9435b800819093985b293a541e46 completed May 9, 2026, 8:08 p.m.
Created at: April 10, 2026, 4:48 a.m.