Triple

T3668102
Position Surface form Disambiguated ID Type / Status
Subject 412th Operations Group E77809 entity
Predicate nickname P55 FINISHED
Object 412 OG
412 OG is the abbreviated nickname for the 412th Operations Group, a U.S. Air Force unit responsible for flight testing and evaluation of advanced aircraft and systems.
 E378128 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: 412 OG | Statement: [412th Operations Group, nickname, 412 OG]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 412 OG
Context triple: [412th Operations Group, nickname, 412 OG]
  • A. Salming
    Salming is a Swedish surname most famously associated with Börje Salming, a pioneering Swedish defenseman in the National Hockey League.
  • B. Phog
    Phog is the nickname of Forrest "Phog" Allen, a Hall of Fame basketball coach widely regarded as the "Father of Basketball Coaching" and a legendary figure at the University of Kansas.
  • C. Coogs
    Coogs is a common shorthand nickname for the University of Houston Cougars athletic teams and their fans.
  • D. Klecko
    Klecko is the surname of former American football defensive lineman Joe Klecko, best known for his standout career with the New York Jets as part of the “New York Sack Exchange.”
  • E. Grocka
    Grocka is a suburban municipality of Belgrade in Serbia, known for its agricultural production, especially fruit growing, and its location along the Danube River.
  • 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: 412 OG
Triple: [412th Operations Group, nickname, 412 OG]
Generated description
412 OG is the abbreviated nickname for the 412th Operations Group, a U.S. Air Force unit responsible for flight testing and evaluation of advanced aircraft and systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 412 OG
Target entity description: 412 OG is the abbreviated nickname for the 412th Operations Group, a U.S. Air Force unit responsible for flight testing and evaluation of advanced aircraft and systems.
  • A. Salming
    Salming is a Swedish surname most famously associated with Börje Salming, a pioneering Swedish defenseman in the National Hockey League.
  • B. Phog
    Phog is the nickname of Forrest "Phog" Allen, a Hall of Fame basketball coach widely regarded as the "Father of Basketball Coaching" and a legendary figure at the University of Kansas.
  • C. Coogs
    Coogs is a common shorthand nickname for the University of Houston Cougars athletic teams and their fans.
  • D. Klecko
    Klecko is the surname of former American football defensive lineman Joe Klecko, best known for his standout career with the New York Jets as part of the “New York Sack Exchange.”
  • E. Grocka
    Grocka is a suburban municipality of Belgrade in Serbia, known for its agricultural production, especially fruit growing, and its location along the Danube River.
  • 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc42997d88190bc765559bd7645fc completed March 8, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4884e36108190a19887e81921fe32 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48aa728fc8190b1a4e4d6d466efb5 completed March 13, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b4aefb58448190b7d34343a5dbb0f6 completed March 14, 2026, 12:42 a.m.
Created at: March 8, 2026, 3:25 p.m.