Triple

T14409620
Position Surface form Disambiguated ID Type / Status
Subject Heroes & Villains E357289 entity
Predicate isPartOfSeries P1925 FINISHED
Object Heroes & Villains trilogy
The Heroes & Villains trilogy is a series of interconnected works centered on the conflict and blurred boundaries between heroic and villainous characters.
E1097085 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: Heroes & Villains trilogy | Statement: [Heroes & Villains, isPartOfSeries, Heroes & Villains trilogy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heroes & Villains trilogy
Context triple: [Heroes & Villains, isPartOfSeries, Heroes & Villains trilogy]
  • A. Die Helden (The Heroes) series
    Die Helden (The Heroes) series is a group of expressive, large-scale paintings by German artist Georg Baselitz that depict disheveled, wounded figures and reflect the psychological and political aftermath of postwar Germany.
  • B. The Trilogy
    The Trilogy is a renowned series of three interlinked novels by Samuel Beckett that explore themes of identity, existence, and decay through experimental, minimalist prose.
  • C. The Trilogy
    The Trilogy is a celebrated series of historical novels by Henryk Sienkiewicz that dramatizes 17th-century Polish history through epic battles, patriotism, and romantic adventure.
  • D. Vengeance Trilogy
    Vengeance Trilogy is a renowned South Korean film series of thematically linked revenge dramas directed by Park Chan-wook, noted for its stylish visuals and brutal, emotionally complex storytelling.
  • E. Elements Trilogy
    The Elements Trilogy is a series of three acclaimed films by director Deepa Mehta that explore social and political issues in India through the symbolic themes of fire, earth, and water.
  • 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: Heroes & Villains trilogy
Triple: [Heroes & Villains, isPartOfSeries, Heroes & Villains trilogy]
Generated description
The Heroes & Villains trilogy is a series of interconnected works centered on the conflict and blurred boundaries between heroic and villainous characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heroes & Villains trilogy
Target entity description: The Heroes & Villains trilogy is a series of interconnected works centered on the conflict and blurred boundaries between heroic and villainous characters.
  • A. Die Helden (The Heroes) series
    Die Helden (The Heroes) series is a group of expressive, large-scale paintings by German artist Georg Baselitz that depict disheveled, wounded figures and reflect the psychological and political aftermath of postwar Germany.
  • B. The Trilogy
    The Trilogy is a renowned series of three interlinked novels by Samuel Beckett that explore themes of identity, existence, and decay through experimental, minimalist prose.
  • C. The Trilogy
    The Trilogy is a celebrated series of historical novels by Henryk Sienkiewicz that dramatizes 17th-century Polish history through epic battles, patriotism, and romantic adventure.
  • D. Vengeance Trilogy
    Vengeance Trilogy is a renowned South Korean film series of thematically linked revenge dramas directed by Park Chan-wook, noted for its stylish visuals and brutal, emotionally complex storytelling.
  • E. Elements Trilogy
    The Elements Trilogy is a series of three acclaimed films by director Deepa Mehta that explore social and political issues in India through the symbolic themes of fire, earth, and water.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90c9b3448190aec1608836a5e913 completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5524e26c81909424b5ba88b5f330 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd56844d7c8190906b6550fb1c28d5 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd5731c9188190bda2958bef87dfe2 completed May 8, 2026, 3:23 a.m.
Created at: April 10, 2026, 1:17 a.m.