Triple

T165334
Position Surface form Disambiguated ID Type / Status
Subject Apple Inc. E3002 entity
Predicate CEO P537 FINISHED
Object Tim Cook
Tim Cook is an American business executive best known for leading Apple Inc. as its chief executive, overseeing the company’s expansion in hardware, software, and services after the era of Steve Jobs.
 E21924 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: Tim Cook | Statement: [Apple Inc., CEO, Tim Cook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tim Cook
Context triple: [Apple Inc., CEO, Tim Cook]
  • A. Steve Jobs
    Steve Jobs was an American entrepreneur and visionary co-founder of Apple Inc., widely recognized for revolutionizing personal computing, smartphones, digital music, and animated films.
  • B. Erin Jobs
    Erin Jobs is one of Steve Jobs’s daughters, known primarily for her connection to the Apple co-founder and her largely private life outside the public spotlight.
  • C. Reed Jobs
    Reed Jobs is an American investor and philanthropist, known as the son of Apple co-founder Steve Jobs and for leading health-focused venture initiatives.
  • D. Paul Jobs
    Paul Jobs was the adoptive father of Apple co-founder Steve Jobs and a machinist and mechanic who strongly influenced Steve’s early interest in electronics and craftsmanship.
  • E. Marc Benioff
    Marc Benioff is an American billionaire entrepreneur and philanthropist best known as the co-founder, chairman, and CEO of cloud software company Salesforce.
  • 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: Tim Cook
Triple: [Apple Inc., CEO, Tim Cook]
Generated description
Tim Cook is an American business executive best known for leading Apple Inc. as its chief executive, overseeing the company’s expansion in hardware, software, and services after the era of Steve Jobs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tim Cook
Target entity description: Tim Cook is an American business executive best known for leading Apple Inc. as its chief executive, overseeing the company’s expansion in hardware, software, and services after the era of Steve Jobs.
  • A. Steve Jobs
    Steve Jobs was an American entrepreneur and visionary co-founder of Apple Inc., widely recognized for revolutionizing personal computing, smartphones, digital music, and animated films.
  • B. Erin Jobs
    Erin Jobs is one of Steve Jobs’s daughters, known primarily for her connection to the Apple co-founder and her largely private life outside the public spotlight.
  • C. Reed Jobs
    Reed Jobs is an American investor and philanthropist, known as the son of Apple co-founder Steve Jobs and for leading health-focused venture initiatives.
  • D. Paul Jobs
    Paul Jobs was the adoptive father of Apple co-founder Steve Jobs and a machinist and mechanic who strongly influenced Steve’s early interest in electronics and craftsmanship.
  • E. Marc Benioff
    Marc Benioff is an American billionaire entrepreneur and philanthropist best known as the co-founder, chairman, and CEO of cloud software company Salesforce.
  • 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_69a2524ce1e48190ab066bf72859f474 completed Feb. 28, 2026, 2:26 a.m.
NER Named-entity recognition batch_69a25883ac8481909616b2179561bd98 completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2eb788a888190bbb53e82559abbf3 completed Feb. 28, 2026, 1:19 p.m.
NEDg Description generation batch_69a2ebe5644481908e221cc8724c99ae completed Feb. 28, 2026, 1:21 p.m.
NED2 Entity disambiguation (via description) batch_69a2ec56b5208190a60feb32c732cebc completed Feb. 28, 2026, 1:23 p.m.
Created at: Feb. 28, 2026, 2:34 a.m.