Triple

T23219814
Position Surface form Disambiguated ID Type / Status
Subject Justin Zackham E580854 entity
Predicate notableWork P4 FINISHED
Object Lights Out
"Lights Out" is an American television drama series created by Justin Zackham that follows a former heavyweight boxing champion struggling with life after retirement.
E1572189 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: Lights Out | Statement: [Justin Zackham, notableWork, Lights Out]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lights Out
Context triple: [Justin Zackham, notableWork, Lights Out]
  • A. Lights Out
    "Lights Out" is the second studio album by American rapper Lil Wayne, released in 2000 as the follow-up to his debut "Tha Block Is Hot."
  • B. Lights Out
    "Lights Out" is a 2011 American sports drama film in which Pablo Schreiber plays a key supporting role in the story of a former heavyweight boxing champion attempting a comeback.
  • C. Lights Out
    Lights Out is a 2014 indie-pop album by singer-songwriter Ingrid Michaelson, noted for its polished production and emotionally resonant, hook-driven songs.
  • D. Lights Out
    "Lights Out" is a song by the American indie rock band Sonic Youth from their 2006 album "Rather Ripped."
  • E. Lights Out
    Lights Out is a pioneering American radio horror anthology series created by Wyllis Cooper, renowned for its macabre stories and innovative sound design during the 1930s and 1940s.
  • 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: Lights Out
Triple: [Justin Zackham, notableWork, Lights Out]
Generated description
"Lights Out" is an American television drama series created by Justin Zackham that follows a former heavyweight boxing champion struggling with life after retirement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lights Out
Target entity description: "Lights Out" is an American television drama series created by Justin Zackham that follows a former heavyweight boxing champion struggling with life after retirement.
  • A. Lights Out
    "Lights Out" is a 2011 American sports drama film in which Pablo Schreiber plays a key supporting role in the story of a former heavyweight boxing champion attempting a comeback.
  • B. Lights Out
    Lights Out is a pioneering American radio horror anthology series created by Wyllis Cooper, renowned for its macabre stories and innovative sound design during the 1930s and 1940s.
  • C. Lights Out
    Lights Out is a suspenseful thriller segment centered on a high-stakes power outage scenario within the larger narrative of the film Terrorist Threats.
  • D. Lights Out
    Lights Out is a 2016 supernatural horror film about a family terrorized by a malevolent entity that appears only in the dark.
  • E. Lights Out
    Lights Out is a 2014 indie-pop album by singer-songwriter Ingrid Michaelson, noted for its polished production and emotionally resonant, hook-driven songs.
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1916870148190853874e6cf26bbc7 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30cc9c0481909302d64fa58d426e completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c325a76e8819094592ccff955a9e9 completed May 19, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c32c9d7cc8190b3d3a173d231e430 completed May 19, 2026, 9:52 a.m.
Created at: April 17, 2026, 4:08 p.m.