Triple

T14286374
Position Surface form Disambiguated ID Type / Status
Subject Doctor Who series 3 E354185 entity
Predicate includesEpisode P6968 FINISHED
Object Gridlock
"Gridlock" is a Doctor Who episode set on a dystopian future New Earth, where the Doctor and Martha become trapped in an endless traffic jam while uncovering a dark secret beneath the city.
E1090729 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: Gridlock | Statement: [Doctor Who series 3, includesEpisode, Gridlock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gridlock
Context triple: [Doctor Who series 3, includesEpisode, Gridlock]
  • A. Gridlock'd
    Gridlock'd is a 1997 dark comedy-drama film starring Tupac Shakur and Tim Roth as heroin-addicted musicians struggling to navigate a dysfunctional bureaucracy while trying to enter rehab.
  • B. Speed-the-Plow
    Speed-the-Plow is a satirical stage play by David Mamet that skewers the cynicism and moral compromises of Hollywood’s film industry.
  • C. No Cars Go
    "No Cars Go" is a soaring, anthemic indie rock song by Arcade Fire, known for its expansive arrangement and themes of escape and transcendence.
  • D. Trafic
    Trafic is a 1971 French comedy film by Jacques Tati that satirically follows the misadventures of a bumbling car designer trying to deliver his innovative vehicle to an auto show.
  • E. Freeway
    Freeway is an American rapper from Philadelphia known for his gritty street narratives and work with Roc-A-Fella Records and State Property.
  • 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: Gridlock
Triple: [Doctor Who series 3, includesEpisode, Gridlock]
Generated description
"Gridlock" is a Doctor Who episode set on a dystopian future New Earth, where the Doctor and Martha become trapped in an endless traffic jam while uncovering a dark secret beneath the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gridlock
Target entity description: "Gridlock" is a Doctor Who episode set on a dystopian future New Earth, where the Doctor and Martha become trapped in an endless traffic jam while uncovering a dark secret beneath the city.
  • A. Gridlock'd
    Gridlock'd is a 1997 dark comedy-drama film starring Tupac Shakur and Tim Roth as heroin-addicted musicians struggling to navigate a dysfunctional bureaucracy while trying to enter rehab.
  • B. Speed-the-Plow
    Speed-the-Plow is a satirical stage play by David Mamet that skewers the cynicism and moral compromises of Hollywood’s film industry.
  • C. No Cars Go
    "No Cars Go" is a soaring, anthemic indie rock song by Arcade Fire, known for its expansive arrangement and themes of escape and transcendence.
  • D. Trafic
    Trafic is a 1971 French comedy film by Jacques Tati that satirically follows the misadventures of a bumbling car designer trying to deliver his innovative vehicle to an auto show.
  • E. Freeway
    Freeway is an American rapper from Philadelphia known for his gritty street narratives and work with Roc-A-Fella Records and State Property.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de697ef40c8190bea37724b28c2e99 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1c4d988190b595e6a33ef96c28 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3da6f0648190876dd86dd51e72cc completed May 8, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e30868481908b55b368ab45c7fb completed May 8, 2026, 1:36 a.m.
Created at: April 10, 2026, 1:11 a.m.