Triple

T4506708
Position Surface form Disambiguated ID Type / Status
Subject Justice Society of America E101346 entity
Predicate opponents P437 FINISHED
Object Vandal Savage
Vandal Savage is an immortal DC Comics supervillain and criminal mastermind who has battled heroes across centuries, including teams like the Justice Society of America.
E447235 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: Vandal Savage | Statement: [Justice Society of America, opponents, Vandal Savage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vandal Savage
Context triple: [Justice Society of America, opponents, Vandal Savage]
  • A. Ra's al Ghul
    Ra's al Ghul is a legendary eco-terrorist and leader of the League of Shadows in the Batman universe, known for his immortality via Lazarus Pits and as one of Batman’s most formidable adversaries.
  • B. Talia al Ghul
    Talia al Ghul is a key antagonist in DC Comics and related Batman adaptations, known as Ra's al Ghul's daughter who combines lethal combat skills, strategic brilliance, and a complex romantic history with Bruce Wayne.
  • C. Bane
    Bane is a formidable masked villain in the Batman universe, known for his immense physical strength, strategic genius, and role as one of Batman’s most dangerous adversaries.
  • D. Max Zorin
    Max Zorin is the main villain in the James Bond film "A View to a Kill," a ruthless industrialist plotting to destroy Silicon Valley for financial gain.
  • E. Deathstroke (DC Comics)
    Deathstroke is a highly skilled and genetically enhanced mercenary and assassin in DC Comics, best known as one of the primary adversaries of the Teen Titans and Batman.
  • 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: Vandal Savage
Triple: [Justice Society of America, opponents, Vandal Savage]
Generated description
Vandal Savage is an immortal DC Comics supervillain and criminal mastermind who has battled heroes across centuries, including teams like the Justice Society of America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vandal Savage
Target entity description: Vandal Savage is an immortal DC Comics supervillain and criminal mastermind who has battled heroes across centuries, including teams like the Justice Society of America.
  • A. Ra's al Ghul
    Ra's al Ghul is a legendary eco-terrorist and leader of the League of Shadows in the Batman universe, known for his immortality via Lazarus Pits and as one of Batman’s most formidable adversaries.
  • B. Talia al Ghul
    Talia al Ghul is a key antagonist in DC Comics and related Batman adaptations, known as Ra's al Ghul's daughter who combines lethal combat skills, strategic brilliance, and a complex romantic history with Bruce Wayne.
  • C. Bane
    Bane is a formidable masked villain in the Batman universe, known for his immense physical strength, strategic genius, and role as one of Batman’s most dangerous adversaries.
  • D. Max Zorin
    Max Zorin is the main villain in the James Bond film "A View to a Kill," a ruthless industrialist plotting to destroy Silicon Valley for financial gain.
  • E. Deathstroke (DC Comics)
    Deathstroke is a highly skilled and genetically enhanced mercenary and assassin in DC Comics, best known as one of the primary adversaries of the Teen Titans and Batman.
  • 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_69bd43d175248190894dc58b5b395c26 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6231856c8190be9386a0ae15e7cf completed March 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f9d05d08190bde36e7d614a0e2e completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd705f5fc481908236c3ff4e6ccb26 completed March 20, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69bd70c7abd08190b2010b7baf0cb8fd completed March 20, 2026, 4:07 p.m.
Created at: March 20, 2026, 1:01 p.m.