Triple

T22776991
Position Surface form Disambiguated ID Type / Status
Subject Tactical Fighter Experimental E563729 entity
Predicate abbreviation P43 FINISHED
Object TFX
TFX is a designation historically used for advanced tactical fighter development programs, most notably the U.S. joint Air Force–Navy project that led to the General Dynamics F-111 Aardvark.
 E1553711 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: TFX | Statement: [Tactical Fighter Experimental, abbreviation, TFX]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TFX
Context triple: [Tactical Fighter Experimental, abbreviation, TFX]
  • A. TFX
    TFX is a French television channel owned and operated by the TF1 Group, offering a mix of entertainment, series, and reality programming.
  • B. TFX
    TFX is an end-to-end production machine learning platform built on TensorFlow that supports scalable data processing, model training, validation, and deployment.
  • C. TXP
    TXP is the station code used to identify Tianjin West Railway Station in China’s railway network.
  • D. TX-4
    TX-4 is the commonly used abbreviation for Texas's 4th congressional district in the United States House of Representatives.
  • E. TFB
    TFB is the acronym commonly used to refer to the Task Force Bureau, an organized body typically responsible for coordinating specialized operations or initiatives.
  • 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: TFX
Triple: [Tactical Fighter Experimental, abbreviation, TFX]
Generated description
TFX is a designation historically used for advanced tactical fighter development programs, most notably the U.S. joint Air Force–Navy project that led to the General Dynamics F-111 Aardvark.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TFX
Target entity description: TFX is a designation historically used for advanced tactical fighter development programs, most notably the U.S. joint Air Force–Navy project that led to the General Dynamics F-111 Aardvark.
  • A. TFX
    TFX is a French television channel owned and operated by the TF1 Group, offering a mix of entertainment, series, and reality programming.
  • B. TFX
    TFX is an end-to-end production machine learning platform built on TensorFlow that supports scalable data processing, model training, validation, and deployment.
  • C. TXP
    TXP is the station code used to identify Tianjin West Railway Station in China’s railway network.
  • D. TX-4
    TX-4 is the commonly used abbreviation for Texas's 4th congressional district in the United States House of Representatives.
  • E. TFB
    TFB is the acronym commonly used to refer to the Task Force Bureau, an organized body typically responsible for coordinating specialized operations or initiatives.
  • 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_69e24554497c819080b996e071de27c2 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17b6260a8819080e57481281dfe40 completed April 29, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b9824f4108190b430ea2138a57ba0 completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b9970f0388190a71f234f8022fc3e completed May 18, 2026, 10:57 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9a1129c8819084163353accc7e14 completed May 18, 2026, 11 p.m.
Created at: April 17, 2026, 3:28 p.m.