Triple

T17886123
Position Surface form Disambiguated ID Type / Status
Subject Justice League of America E447204 entity
Predicate enemy P4567 FINISHED
Object Despero
Despero is a powerful, telepathic alien warlord and recurring supervillain in DC Comics, best known as one of the Justice League’s most formidable foes.
E1296596 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: Despero | Statement: [Justice League of America, enemy, Despero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Despero
Context triple: [Justice League of America, enemy, Despero]
  • A. Atrocitus
    Atrocitus is a powerful and vengeful Red Lantern leader in DC Comics, known for wielding rage-fueled ring energy against the Green Lantern Corps.
  • B. Clayface
    Clayface is a shape-shifting Batman villain in DC Comics, known for his malleable, clay-like body and frequent role as a tragic, monstrous adversary in Gotham City.
  • C. Midnighter
    Midnighter is a brutal, hyper-competent vigilante superhero from WildStorm/DC Comics known for his precognitive combat abilities and partnership with Apollo.
  • D. 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.
  • E. Slade Wilson
    Slade Wilson is a master tactician and enhanced mercenary assassin in DC Comics, best known as the supervillain Deathstroke and a formidable adversary of the Teen Titans.
  • 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: Despero
Triple: [Justice League of America, enemy, Despero]
Generated description
Despero is a powerful, telepathic alien warlord and recurring supervillain in DC Comics, best known as one of the Justice League’s most formidable foes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Despero
Target entity description: Despero is a powerful, telepathic alien warlord and recurring supervillain in DC Comics, best known as one of the Justice League’s most formidable foes.
  • A. Atrocitus
    Atrocitus is a powerful and vengeful Red Lantern leader in DC Comics, known for wielding rage-fueled ring energy against the Green Lantern Corps.
  • B. Clayface
    Clayface is a shape-shifting Batman villain in DC Comics, known for his malleable, clay-like body and frequent role as a tragic, monstrous adversary in Gotham City.
  • C. Midnighter
    Midnighter is a brutal, hyper-competent vigilante superhero from WildStorm/DC Comics known for his precognitive combat abilities and partnership with Apollo.
  • D. 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.
  • E. Slade Wilson
    Slade Wilson is a master tactician and enhanced mercenary assassin in DC Comics, best known as the supervillain Deathstroke and a formidable adversary of the Teen Titans.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c13bd288190a0302010ba4d0532 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03212581ec81908efa3f372e69a47d completed May 12, 2026, 12:46 p.m.
NEDg Description generation batch_6a032250fe1c81909fdca0f670ca7e2d completed May 12, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_6a0322b2aa7c8190a8fbd21403a59c3b completed May 12, 2026, 12:53 p.m.
Created at: April 10, 2026, 10:18 a.m.