Triple

T2022192
Position Surface form Disambiguated ID Type / Status
Subject Batman Begins E44129 entity
Predicate featuresOrganization P629 FINISHED
Object League of Shadows
The League of Shadows is a secretive, centuries-old organization in the Batman universe dedicated to using extreme, often violent methods to restore what it sees as balance to civilization.
E225272 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: League of Shadows | Statement: [Batman Begins, featuresOrganization, League of Shadows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: League of Shadows
Context triple: [Batman Begins, featuresOrganization, League of Shadows]
  • A. Tournament of Shadows
    Tournament of Shadows is an alternative name for the 19th-century geopolitical rivalry between the British and Russian Empires in Central Asia, commonly known as the Great Game.
  • B. Shadowlands
    Shadowlands is a biographical stage play and later film that poignantly depicts the relationship between author C.S. Lewis and American poet Joy Davidman, exploring themes of love, faith, and loss.
  • C. Cobra’s Curse
    Cobra’s Curse is a family-friendly spinning roller coaster at Busch Gardens Tampa Bay themed around an ancient Egyptian serpent god, featuring a vertical lift and both forward and backward sections.
  • D. Panel of the Wise
    The Panel of the Wise is a consultative body of eminent African personalities that advises and supports the African Union in conflict prevention, mediation, and peacebuilding efforts across the continent.
  • E. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • 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: League of Shadows
Triple: [Batman Begins, featuresOrganization, League of Shadows]
Generated description
The League of Shadows is a secretive, centuries-old organization in the Batman universe dedicated to using extreme, often violent methods to restore what it sees as balance to civilization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: League of Shadows
Target entity description: The League of Shadows is a secretive, centuries-old organization in the Batman universe dedicated to using extreme, often violent methods to restore what it sees as balance to civilization.
  • A. Tournament of Shadows
    Tournament of Shadows is an alternative name for the 19th-century geopolitical rivalry between the British and Russian Empires in Central Asia, commonly known as the Great Game.
  • B. Shadowlands
    Shadowlands is a biographical stage play and later film that poignantly depicts the relationship between author C.S. Lewis and American poet Joy Davidman, exploring themes of love, faith, and loss.
  • C. Cobra’s Curse
    Cobra’s Curse is a family-friendly spinning roller coaster at Busch Gardens Tampa Bay themed around an ancient Egyptian serpent god, featuring a vertical lift and both forward and backward sections.
  • D. Panel of the Wise
    The Panel of the Wise is a consultative body of eminent African personalities that advises and supports the African Union in conflict prevention, mediation, and peacebuilding efforts across the continent.
  • E. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8efbe148190901d3650aa60408a completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0af60fac8190bc8c8a212a422305 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b8bd2bc8190a6f16519f3f6e924 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0bf5364c8190bffbbd211a5e11a6 completed March 8, 2026, 11:53 p.m.
Created at: March 4, 2026, 7:38 p.m.