Triple

T16791925
Position Surface form Disambiguated ID Type / Status
Subject Vidhu Vinod Chopra E408130 entity
Predicate notableWork P4 FINISHED
Object Broken Horses
Broken Horses is a 2015 American crime thriller film directed by Vidhu Vinod Chopra, marking his Hollywood debut and centered on two brothers entangled in a violent underworld near the U.S.–Mexico border.
E1233625 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: Broken Horses | Statement: [Vidhu Vinod Chopra, notableWork, Broken Horses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Broken Horses
Context triple: [Vidhu Vinod Chopra, notableWork, Broken Horses]
  • A. Broken Horses
    "Broken Horses" is a song by American singer-songwriter Brandi Carlile from her acclaimed album "In These Silent Days."
  • B. Broken Horses
    Broken Horses is a memoir by American singer-songwriter Brandi Carlile that chronicles her life, musical journey, and personal struggles.
  • C. Fresh Horses
    Fresh Horses is a 1988 romantic drama film starring Molly Ringwald and Andrew McCarthy about a wealthy college student drawn into a complicated relationship with a mysterious young woman from a poorer background.
  • D. The Horses
    "The Horses" is a celebrated early poem by Ted Hughes that vividly depicts a post-apocalyptic dawn encounter with silent, monumental horses, exploring themes of nature’s power and human renewal.
  • E. Bring on the Empty Horses
    Bring on the Empty Horses is David Niven’s bestselling memoir of Hollywood’s Golden Age, filled with witty, anecdotal portraits of the stars and studios of his era.
  • 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: Broken Horses
Triple: [Vidhu Vinod Chopra, notableWork, Broken Horses]
Generated description
Broken Horses is a 2015 American crime thriller film directed by Vidhu Vinod Chopra, marking his Hollywood debut and centered on two brothers entangled in a violent underworld near the U.S.–Mexico border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Broken Horses
Target entity description: Broken Horses is a 2015 American crime thriller film directed by Vidhu Vinod Chopra, marking his Hollywood debut and centered on two brothers entangled in a violent underworld near the U.S.–Mexico border.
  • A. Broken Horses
    "Broken Horses" is a song by American singer-songwriter Brandi Carlile from her acclaimed album "In These Silent Days."
  • B. Broken Horses
    Broken Horses is a memoir by American singer-songwriter Brandi Carlile that chronicles her life, musical journey, and personal struggles.
  • C. Fresh Horses
    Fresh Horses is a 1988 romantic drama film starring Molly Ringwald and Andrew McCarthy about a wealthy college student drawn into a complicated relationship with a mysterious young woman from a poorer background.
  • D. The Horses
    "The Horses" is a celebrated early poem by Ted Hughes that vividly depicts a post-apocalyptic dawn encounter with silent, monumental horses, exploring themes of nature’s power and human renewal.
  • E. Bring on the Empty Horses
    Bring on the Empty Horses is David Niven’s bestselling memoir of Hollywood’s Golden Age, filled with witty, anecdotal portraits of the stars and studios of his era.
  • 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_69e3b2a6c9888190b3f8f625b299574d completed April 18, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab0c39108190a332fdc78c053628 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ac621b3881908887b640bf3e3fce completed May 10, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_6a00acc3a9dc819087e07e539760bf34 completed May 10, 2026, 4:05 p.m.
Created at: April 10, 2026, 5:22 a.m.