Triple

T9999988
Position Surface form Disambiguated ID Type / Status
Subject Dr. Gillian Foster E197299 entity
Predicate coLeads P91514 FINISHED
Object The Lightman Group E746382 NE FINISHED

How this triple was built (3 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: The Lightman Group | Statement: [Dr. Gillian Foster, coLeads, The Lightman Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Lightman Group
Context triple: [Dr. Gillian Foster, coLeads, The Lightman Group]
  • A. Lightman Group chosen
    Lightman Group is a fictional deception-detection consulting firm from the TV series "Lie to Me," led by Dr. Cal Lightman and his team of experts.
  • B. The McLaughlin Group
    The McLaughlin Group was a long-running American public affairs television roundtable known for its combative, fast-paced political commentary and panel debates moderated by John McLaughlin.
  • C. Bell-Mason Group
    Bell-Mason Group is a consulting and advisory firm best known for developing the Bell-Mason Diagnostic, a framework for assessing and guiding the growth of technology startups and ventures.
  • D. Berkeley Group
    Berkeley Group is a major British property development company known for building large-scale residential and mixed-use projects, particularly in London and the South East of England.
  • E. Marshall Group
    Marshall Group is a British aerospace and defense company based in Cambridge, known for its aviation services, engineering, and property businesses.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: coLeads
Context triple: [Dr. Gillian Foster, coLeads, The Lightman Group]
  • A. leadNation
    Indicates that one entity holds the primary leadership role or governing authority over a nation.
  • B. helpsLead
    Indicates that one entity assists or contributes to another entity’s act of leading or guiding.
  • C. leads
    Indicates having primary responsibility for directing, guiding, or managing another entity or group toward a goal or outcome.
  • D. leadHijacker
    Indicates that one entity is the primary organizer or chief perpetrator among a group of hijackers involved in a hijacking event.
  • E. leadsInto
    Indicates that one entity serves as an entry or transition point that directly connects or opens into another entity.
  • 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_69ca82f3b61c81908ecc2c1c96dbc2e4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcc8dc9c081909b6d20909ada09cf completed April 2, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a36aadc81909978b71bdb3a6654 completed April 5, 2026, 1:57 p.m.
PD Predicate disambiguation batch_69cd1da2cf9081908a6c0eb5247d0bc2 completed April 1, 2026, 1:29 p.m.
PDg Predicate description generation batch_69cd358386f48190833c862b5b8c04b2 completed April 1, 2026, 3:10 p.m.
Created at: March 30, 2026, 8:51 p.m.