Triple

T16781016
Position Surface form Disambiguated ID Type / Status
Subject Harold Finch E407855 entity
Predicate coFounds P4562 FINISHED
Object Ift Inc.
Ift Inc. is a technology company co-founded by the reclusive software genius Harold Finch, known for its advanced work in surveillance, data analysis, and artificial intelligence.
E1234112 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: Ift Inc. | Statement: [Harold Finch, coFounds, Ift Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ift Inc.
Context triple: [Harold Finch, coFounds, Ift Inc.]
  • A. ITC
    ITC is the standard multi-volume reference work that provides comprehensive data and guidelines for determining and describing crystal structures in crystallography.
  • B. ITC
    ITC is the commonly used abbreviation for the United Nations Economic Commission for Europe’s Inland Transport Committee, a key intergovernmental body overseeing international inland transport policy and regulations.
  • C. ITG Brands
    ITG Brands is a major U.S. tobacco company known for manufacturing and marketing a portfolio of cigarette and cigar brands that compete with other leading tobacco firms.
  • D. BIFA Ltd
    BIFA Ltd is the organization responsible for running the British Independent Film Awards, which celebrate and promote independent filmmaking in the United Kingdom.
  • E. IFC
    IFC (Industry Foundation Classes) is an open, vendor-neutral data model standard used to enable interoperability and information exchange in Building Information Modeling (BIM) across different software platforms.
  • 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: Ift Inc.
Triple: [Harold Finch, coFounds, Ift Inc.]
Generated description
Ift Inc. is a technology company co-founded by the reclusive software genius Harold Finch, known for its advanced work in surveillance, data analysis, and artificial intelligence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ift Inc.
Target entity description: Ift Inc. is a technology company co-founded by the reclusive software genius Harold Finch, known for its advanced work in surveillance, data analysis, and artificial intelligence.
  • A. ITC
    ITC is the standard multi-volume reference work that provides comprehensive data and guidelines for determining and describing crystal structures in crystallography.
  • B. ITC
    ITC is the commonly used abbreviation for the United Nations Economic Commission for Europe’s Inland Transport Committee, a key intergovernmental body overseeing international inland transport policy and regulations.
  • C. ITG Brands
    ITG Brands is a major U.S. tobacco company known for manufacturing and marketing a portfolio of cigarette and cigar brands that compete with other leading tobacco firms.
  • D. BIFA Ltd
    BIFA Ltd is the organization responsible for running the British Independent Film Awards, which celebrate and promote independent filmmaking in the United Kingdom.
  • E. IFC
    IFC (Industry Foundation Classes) is an open, vendor-neutral data model standard used to enable interoperability and information exchange in Building Information Modeling (BIM) across different software platforms.
  • 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_69d8839270588190886720d9519bbf8f completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b216726881908ddc9cdc772cd5e4 completed April 18, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab0300e48190ad088cd11098ca34 completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00aba5fb388190ab98a0c8ee50340b completed May 10, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac54a11c81909afe9244e9fe0656 completed May 10, 2026, 4:03 p.m.
Created at: April 10, 2026, 5:22 a.m.