Triple

T10628264
Position Surface form Disambiguated ID Type / Status
Subject Emily Lightman E250381 entity
Predicate familyName P18 FINISHED
Object Lightman
Lightman is a surname most notably associated with characters in the television series "Lie to Me," such as deception expert Dr. Cal Lightman and his daughter Emily Lightman.
 E875699 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: Lightman | Statement: [Emily Lightman, familyName, Lightman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lightman
Context triple: [Emily Lightman, familyName, Lightman]
  • A. Leeman
    Leeman is the namesake of Leeman-Turner Arena at Grace Hall, likely a person honored for significant contributions to the associated institution or community.
  • B. No-Man
    No-Man is a British art-pop and ambient rock band known for its atmospheric soundscapes and emotionally introspective songwriting.
  • C. Cloudman
    Cloudman is the superhero-themed mascot of the Trenton Thunder minor league baseball team, known for entertaining fans with on-field antics and community appearances.
  • D. Lumo
    Lumo is a British open-access train operator running low-cost, long-distance electric services on the East Coast Main Line between London and northeastern England.
  • E. Gongman
    Gongman is the iconic figure who strikes a large gong in the opening logo sequence of the Rank Organisation’s films.
  • 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: Lightman
Triple: [Emily Lightman, familyName, Lightman]
Generated description
Lightman is a surname most notably associated with characters in the television series "Lie to Me," such as deception expert Dr. Cal Lightman and his daughter Emily Lightman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lightman
Target entity description: Lightman is a surname most notably associated with characters in the television series "Lie to Me," such as deception expert Dr. Cal Lightman and his daughter Emily Lightman.
  • A. Leeman
    Leeman is the namesake of Leeman-Turner Arena at Grace Hall, likely a person honored for significant contributions to the associated institution or community.
  • B. No-Man
    No-Man is a British art-pop and ambient rock band known for its atmospheric soundscapes and emotionally introspective songwriting.
  • C. Cloudman
    Cloudman is the superhero-themed mascot of the Trenton Thunder minor league baseball team, known for entertaining fans with on-field antics and community appearances.
  • D. Lumo
    Lumo is a British open-access train operator running low-cost, long-distance electric services on the East Coast Main Line between London and northeastern England.
  • E. Gongman
    Gongman is the iconic figure who strikes a large gong in the opening logo sequence of the Rank Organisation’s films.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df9228088190bdd57a95d8671618 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96babc290819096c0c914d038ba01 completed April 10, 2026, 9:29 p.m.
NEDg Description generation batch_69d96def8bfc81909d6a5addf724691b completed April 10, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69d96fedb18881908570593856f4aade completed April 10, 2026, 9:47 p.m.
Created at: April 8, 2026, 8:58 p.m.