Triple

T9762548
Position Surface form Disambiguated ID Type / Status
Subject Edward James Olmos E236703 entity
Predicate directed P7373 FINISHED
Object Walkout
Walkout is a 2006 HBO drama film that chronicles the 1968 East Los Angeles high school student protests against educational inequality.
 E820477 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: Walkout | Statement: [Edward James Olmos, directed, Walkout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walkout
Context triple: [Edward James Olmos, directed, Walkout]
  • A. Walkaway
    Walkaway is a science fiction novel by Cory Doctorow that explores post-scarcity society, open-source culture, and resistance to surveillance capitalism in a near-future setting.
  • B. Blackout
    "Blackout" is a critically acclaimed 2007 pop and dance album by Britney Spears, often praised for its innovative production and influence on modern pop music.
  • C. Blackout
    Blackout is a 2001 studio album by American rapper DMX that showcases his aggressive delivery and gritty, street-centered lyricism.
  • D. Blackout
    Blackout is a science fiction novel by Connie Willis that follows time-traveling historians from the future who become stranded in World War II–era England.
  • E. Blackout
    "Blackout" is a 1982 hard rock and heavy metal album by German band Scorpions, widely regarded as one of their most successful and influential releases.
  • 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: Walkout
Triple: [Edward James Olmos, directed, Walkout]
Generated description
Walkout is a 2006 HBO drama film that chronicles the 1968 East Los Angeles high school student protests against educational inequality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walkout
Target entity description: Walkout is a 2006 HBO drama film that chronicles the 1968 East Los Angeles high school student protests against educational inequality.
  • A. Walkaway
    Walkaway is a science fiction novel by Cory Doctorow that explores post-scarcity society, open-source culture, and resistance to surveillance capitalism in a near-future setting.
  • B. Blackout
    Blackout is a 2001 studio album by American rapper DMX that showcases his aggressive delivery and gritty, street-centered lyricism.
  • C. Blackout
    "Blackout" is a critically acclaimed 2007 pop and dance album by Britney Spears, often praised for its innovative production and influence on modern pop music.
  • D. Blackout
    Blackout is a science fiction novel by Connie Willis that follows time-traveling historians from the future who become stranded in World War II–era England.
  • E. Blackout
    "Blackout" is a 1982 hard rock and heavy metal album by German band Scorpions, widely regarded as one of their most successful and influential releases.
  • 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_69ca84d64f6c8190a4ed4e9f5936eda5 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda04c70108190a8ed09eb6f2a124e completed April 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1bcec777c81908b2eff64f4756517 completed April 5, 2026, 1:37 a.m.
NEDg Description generation batch_69d1beefbd1c8190bab597373231cca1 completed April 5, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1bf4bb6088190801095cacd218571 completed April 5, 2026, 1:47 a.m.
Created at: March 30, 2026, 8:25 p.m.