Triple

T4654869
Position Surface form Disambiguated ID Type / Status
Subject TensorFlow Extended E102383 entity
Predicate hasComponent P35 FINISHED
Object Trainer
Trainer is a TensorFlow Extended component responsible for training machine learning models within end-to-end ML pipelines.
 E457347 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: Trainer | Statement: [TensorFlow Extended, hasComponent, Trainer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Trainer
Context triple: [TensorFlow Extended, hasComponent, Trainer]
  • A. Jockey
    "Jockey" is a 2021 American drama film about an aging horse rider facing the end of his career, featuring a critically acclaimed performance by Clifton Collins Jr.
  • B. Trotter
    Trotter is the surname of Tariq "Black Thought" Trotter, the acclaimed rapper, lead MC of The Roots, and influential figure in hip-hop.
  • C. Journeyman
    Journeyman is a 1989 blues-rock album by Eric Clapton that marked a successful commercial comeback and features a polished, contemporary production style.
  • D. Journeyman
    Journeyman is a science fiction television series about a San Francisco reporter who inexplicably begins traveling through time, affecting the lives of people he encounters while struggling to maintain his own.
  • E. Fitter
    Fitter is the NATO reporting name for the Soviet-designed Sukhoi Su-17/20/22 family of variable-sweep wing fighter-bomber aircraft.
  • 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: Trainer
Triple: [TensorFlow Extended, hasComponent, Trainer]
Generated description
Trainer is a TensorFlow Extended component responsible for training machine learning models within end-to-end ML pipelines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Trainer
Target entity description: Trainer is a TensorFlow Extended component responsible for training machine learning models within end-to-end ML pipelines.
  • A. Jockey
    "Jockey" is a 2021 American drama film about an aging horse rider facing the end of his career, featuring a critically acclaimed performance by Clifton Collins Jr.
  • B. Trotter
    Trotter is the surname of Tariq "Black Thought" Trotter, the acclaimed rapper, lead MC of The Roots, and influential figure in hip-hop.
  • C. Journeyman
    Journeyman is a 1989 blues-rock album by Eric Clapton that marked a successful commercial comeback and features a polished, contemporary production style.
  • D. Journeyman
    Journeyman is a science fiction television series about a San Francisco reporter who inexplicably begins traveling through time, affecting the lives of people he encounters while struggling to maintain his own.
  • E. Fitter
    Fitter is the NATO reporting name for the Soviet-designed Sukhoi Su-17/20/22 family of variable-sweep wing fighter-bomber aircraft.
  • 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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6317ba70819089145766d3462e57 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfaef125c819097d79f25608302dc completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc0964c881909e6b98a1c8ea747f completed March 21, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69bdfce1be788190ae3418df301e5136 completed March 21, 2026, 2:05 a.m.
Created at: March 20, 2026, 1:14 p.m.