Triple

T9085084
Position Surface form Disambiguated ID Type / Status
Subject Mary Elizabeth Mastrantonio E217731 entity
Predicate notableWork P4 FINISHED
Object Limitless (TV series)
Limitless is a science fiction crime drama TV series, based on the 2011 film of the same name, that follows a man who gains enhanced mental abilities from a mysterious drug and assists the FBI in solving complex cases.
E776505 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: Limitless (TV series) | Statement: [Mary Elizabeth Mastrantonio, notableWork, Limitless (TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Limitless (TV series)
Context triple: [Mary Elizabeth Mastrantonio, notableWork, Limitless (TV series)]
  • A. Limitless
    Limitless is a 2011 science-fiction thriller film about a struggling writer who gains extraordinary mental abilities from a mysterious pill, leading to both great success and dangerous consequences.
  • B. Person of Interest
    Person of Interest is a science fiction crime drama television series that follows a reclusive billionaire and a former CIA operative who use an advanced surveillance AI to prevent violent crimes in New York City.
  • C. Altered Carbon
    Altered Carbon is a cyberpunk science fiction television series set in a future where human consciousness can be transferred between bodies, exploring themes of identity, mortality, and power.
  • D. Boundless
    Boundless is a British television production company known for creating factual and entertainment programming following the rebranding of Talkback Thames.
  • E. Beyond Infinity
    Beyond Infinity is a hard science fiction novel by Gregory Benford that explores far-future cosmic evolution, advanced technology, and humanity’s place in an expanding universe.
  • 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: Limitless (TV series)
Triple: [Mary Elizabeth Mastrantonio, notableWork, Limitless (TV series)]
Generated description
Limitless is a science fiction crime drama TV series, based on the 2011 film of the same name, that follows a man who gains enhanced mental abilities from a mysterious drug and assists the FBI in solving complex cases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Limitless (TV series)
Target entity description: Limitless is a science fiction crime drama TV series, based on the 2011 film of the same name, that follows a man who gains enhanced mental abilities from a mysterious drug and assists the FBI in solving complex cases.
  • A. Limitless
    Limitless is a 2011 science-fiction thriller film about a struggling writer who gains extraordinary mental abilities from a mysterious pill, leading to both great success and dangerous consequences.
  • B. Person of Interest
    Person of Interest is a science fiction crime drama television series that follows a reclusive billionaire and a former CIA operative who use an advanced surveillance AI to prevent violent crimes in New York City.
  • C. Altered Carbon
    Altered Carbon is a cyberpunk science fiction television series set in a future where human consciousness can be transferred between bodies, exploring themes of identity, mortality, and power.
  • D. Boundless
    Boundless is a British television production company known for creating factual and entertainment programming following the rebranding of Talkback Thames.
  • E. Beyond Infinity
    Beyond Infinity is a hard science fiction novel by Gregory Benford that explores far-future cosmic evolution, advanced technology, and humanity’s place in an expanding universe.
  • 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_69ca83d7a0388190ba1af89ed7ba36f9 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc960d0b008190b0e9e61fac45101d completed April 1, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffe38f0048190a9fb15e73d9bcd50 completed April 3, 2026, 5:51 p.m.
NEDg Description generation batch_69d0013cdc18819090ee4ec6f90dea07 completed April 3, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_69d001d5d5908190914b0d71d0cac8c5 completed April 3, 2026, 6:07 p.m.
Created at: March 30, 2026, 7:13 p.m.