Triple

T12307782
Position Surface form Disambiguated ID Type / Status
Subject Viper (Madame Hydra) E293397 entity
Predicate affiliation P10 FINISHED
Object Serpent Society
The Serpent Society is a Marvel Comics supervillain team composed of snake-themed criminals who often clash with Captain America and other superheroes.
E973524 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: Serpent Society | Statement: [Viper (Madame Hydra), affiliation, Serpent Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Serpent Society
Context triple: [Viper (Madame Hydra), affiliation, Serpent Society]
  • A. The Serpent Brotherhood
    The Serpent Brotherhood is a secretive, villainous organization in *The Librarian* franchise that seeks to obtain and exploit powerful magical artifacts for its own gain.
  • B. The Serpent Power
    The Serpent Power is a seminal early 20th-century English exposition of Kundalini yoga and Tantric philosophy that helped introduce these esoteric Hindu concepts to Western readers.
  • C. World Serpent
    The World Serpent is a colossal sea serpent from Norse mythology that encircles the earth and is fated to battle Thor during Ragnarök.
  • D. The Snakes
    The Snakes is a subgroup affiliated with the Brooklyn hip-hop collective Junior M.A.F.I.A., associated with the mid-1990s East Coast rap scene.
  • E. Serpent’s Mouth
    Serpent’s Mouth is a narrow strait between Trinidad and Venezuela that forms the southern entrance to the Gulf of Paria from the Atlantic Ocean.
  • 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: Serpent Society
Triple: [Viper (Madame Hydra), affiliation, Serpent Society]
Generated description
The Serpent Society is a Marvel Comics supervillain team composed of snake-themed criminals who often clash with Captain America and other superheroes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Serpent Society
Target entity description: The Serpent Society is a Marvel Comics supervillain team composed of snake-themed criminals who often clash with Captain America and other superheroes.
  • A. The Serpent Brotherhood
    The Serpent Brotherhood is a secretive, villainous organization in *The Librarian* franchise that seeks to obtain and exploit powerful magical artifacts for its own gain.
  • B. The Serpent Power
    The Serpent Power is a seminal early 20th-century English exposition of Kundalini yoga and Tantric philosophy that helped introduce these esoteric Hindu concepts to Western readers.
  • C. World Serpent
    The World Serpent is a colossal sea serpent from Norse mythology that encircles the earth and is fated to battle Thor during Ragnarök.
  • D. The Snakes
    The Snakes is a subgroup affiliated with the Brooklyn hip-hop collective Junior M.A.F.I.A., associated with the mid-1990s East Coast rap scene.
  • E. Serpent’s Mouth
    Serpent’s Mouth is a narrow strait between Trinidad and Venezuela that forms the southern entrance to the Gulf of Paria from the Atlantic Ocean.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f01ace8819087f245b9216f4dc8 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8243d48190baf25b2927de6c62 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5d746c8190b5b0edfc4832bc6c completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62045b20c819083c755fbe99a9a7f completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.