Triple

T21528742
Position Surface form Disambiguated ID Type / Status
Subject Antonio Negret E531172 entity
Predicate notableWork P4 FINISHED
Object Walker (2021 TV series)
Walker (2021 TV series) is a modern reboot of the classic action-crime drama "Walker, Texas Ranger," following widowed Texas Ranger Cordell Walker as he balances solving crimes with rebuilding his family life.
E1488435 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: Walker (2021 TV series) | Statement: [Antonio Negret, notableWork, Walker (2021 TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walker (2021 TV series)
Context triple: [Antonio Negret, notableWork, Walker (2021 TV series)]
  • A. The Walker
    The Walker is a 2007 drama film written and directed by Paul Schrader, starring Woody Harrelson as a high-society "walker" entangled in a political scandal in Washington, D.C.
  • B. Away (TV series)
    Away is a science fiction drama television series that follows an international crew on the first manned mission to Mars while exploring the emotional toll of leaving family behind on Earth.
  • C. Raised by Wolves
    "Raised by Wolves" is a politically charged rock song by U2 from their 2014 album *Songs of Innocence*, reflecting on violence and trauma in Ireland.
  • D. The Outsider (2020 miniseries)
    The Outsider (2020 miniseries) is a dark crime-horror television adaptation of Stephen King’s novel, following a seemingly straightforward murder investigation that unravels into a chilling supernatural mystery.
  • E. Raised by Wolves (TV series)
    Raised by Wolves is a science fiction television series centered on androids raising human children on a mysterious alien planet, executive produced by filmmaker Ridley Scott.
  • 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: Walker (2021 TV series)
Triple: [Antonio Negret, notableWork, Walker (2021 TV series)]
Generated description
Walker (2021 TV series) is a modern reboot of the classic action-crime drama "Walker, Texas Ranger," following widowed Texas Ranger Cordell Walker as he balances solving crimes with rebuilding his family life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walker (2021 TV series)
Target entity description: Walker (2021 TV series) is a modern reboot of the classic action-crime drama "Walker, Texas Ranger," following widowed Texas Ranger Cordell Walker as he balances solving crimes with rebuilding his family life.
  • A. The Walker
    The Walker is a 2007 drama film written and directed by Paul Schrader, starring Woody Harrelson as a high-society "walker" entangled in a political scandal in Washington, D.C.
  • B. Away (TV series)
    Away is a science fiction drama television series that follows an international crew on the first manned mission to Mars while exploring the emotional toll of leaving family behind on Earth.
  • C. Raised by Wolves
    "Raised by Wolves" is a politically charged rock song by U2 from their 2014 album *Songs of Innocence*, reflecting on violence and trauma in Ireland.
  • D. The Outsider (2020 miniseries)
    The Outsider (2020 miniseries) is a dark crime-horror television adaptation of Stephen King’s novel, following a seemingly straightforward murder investigation that unravels into a chilling supernatural mystery.
  • E. Raised by Wolves (TV series)
    Raised by Wolves is a science fiction television series centered on androids raising human children on a mysterious alien planet, executive produced by filmmaker Ridley Scott.
  • 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_69e0c45e5b8881908ac18fc2f493b114 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee8852e68c8190a5341c9f75081382 completed April 26, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09e82f61888190a2e54e3d14e13bd1 completed May 17, 2026, 4:09 p.m.
NEDg Description generation batch_6a09e918bc80819093a8939e0eabf06f completed May 17, 2026, 4:13 p.m.
NED2 Entity disambiguation (via description) batch_6a09e98b27ec8190bacd93a48e4d5467 completed May 17, 2026, 4:15 p.m.
Created at: April 16, 2026, 6:27 p.m.