Triple

T487481
Position Surface form Disambiguated ID Type / Status
Subject will.i.am E9910 entity
Predicate founderOf P104 FINISHED
Object i.am+ (technology company)
i.am+ is a consumer technology company founded by musician will.i.am that focuses on developing AI-powered devices and wearable tech products.
 E60995 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: i.am+ (technology company) | Statement: [will.i.am, founderOf, i.am+ (technology company)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: i.am+ (technology company)
Context triple: [will.i.am, founderOf, i.am+ (technology company)]
  • A. I AM
    I AM is a divine self-designation in the Bible, especially in God’s revelation to Moses, emphasizing God’s eternal, self-existent nature.
  • B. AICUM
    AICUM is an academic or research-related organization associated with George Washington University.
  • C. IAC
    IAC is a U.S.-based media and internet holding company that owns and operates a wide portfolio of online brands and digital services.
  • D. ITM
    ITM is the IATA airport code for Osaka International Airport, a major domestic airport serving the Osaka metropolitan area in Japan.
  • E. Element AI
    Element AI was a Montreal-based artificial intelligence company and research lab known for developing enterprise AI solutions and advancing deep learning research.
  • 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: i.am+ (technology company)
Triple: [will.i.am, founderOf, i.am+ (technology company)]
Generated description
i.am+ is a consumer technology company founded by musician will.i.am that focuses on developing AI-powered devices and wearable tech products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: i.am+ (technology company)
Target entity description: i.am+ is a consumer technology company founded by musician will.i.am that focuses on developing AI-powered devices and wearable tech products.
  • A. I AM
    I AM is a divine self-designation in the Bible, especially in God’s revelation to Moses, emphasizing God’s eternal, self-existent nature.
  • B. AICUM
    AICUM is an academic or research-related organization associated with George Washington University.
  • C. IAC
    IAC is a U.S.-based media and internet holding company that owns and operates a wide portfolio of online brands and digital services.
  • D. ITM
    ITM is the IATA airport code for Osaka International Airport, a major domestic airport serving the Osaka metropolitan area in Japan.
  • E. Element AI
    Element AI was a Montreal-based artificial intelligence company and research lab known for developing enterprise AI solutions and advancing deep learning research.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0de66308190a18503a482881cfc completed Feb. 28, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a47471e5ac8190acfed4803183f11a completed March 1, 2026, 5:16 p.m.
NEDg Description generation batch_69a476527a6881909cc06330ae6bcbcb completed March 1, 2026, 5:24 p.m.
NED2 Entity disambiguation (via description) batch_69a4769c31f081909bc74682ed6fd9d6 completed March 1, 2026, 5:25 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.