Triple

T16623283
Position Surface form Disambiguated ID Type / Status
Subject Legends of Tomorrow E403883 entity
Predicate mainCharacter P1183 FINISHED
Object Ray Palmer
Ray Palmer is a brilliant scientist and superhero known as the Atom, who uses advanced technology to shrink in size and is a central member of the Legends team in the Arrowverse.
E1224071 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: Ray Palmer | Statement: [Legends of Tomorrow, mainCharacter, Ray Palmer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ray Palmer
Context triple: [Legends of Tomorrow, mainCharacter, Ray Palmer]
  • A. Ray Palmer
    Ray Palmer was an influential American science fiction editor and writer best known for popularizing pulp magazines and promoting imaginative, often controversial speculative fiction in the mid-20th century.
  • B. Doc Shaw
    Doc Shaw is an American actor and rapper best known for his roles on Disney XD’s "Pair of Kings" and Tyler Perry’s sitcom "House of Payne."
  • C. Leo Fitz
    Leo Fitz is a brilliant Scottish engineer and weapons specialist in the Marvel television series "Agents of S.H.I.E.L.D.," known for his genius-level intellect, inventive gadgets, and close partnership with Jemma Simmons.
  • D. Danny Ketch
    Danny Ketch is a Marvel Comics character best known as a modern incarnation of Ghost Rider, a supernatural antihero bonded to the Spirit of Vengeance.
  • E. Magnus Pym
    Magnus Pym is the conflicted British intelligence officer and double agent at the center of John le Carré’s novel "A Perfect Spy," whose life of deception explores themes of identity, loyalty, and betrayal.
  • 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: Ray Palmer
Triple: [Legends of Tomorrow, mainCharacter, Ray Palmer]
Generated description
Ray Palmer is a brilliant scientist and superhero known as the Atom, who uses advanced technology to shrink in size and is a central member of the Legends team in the Arrowverse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ray Palmer
Target entity description: Ray Palmer is a brilliant scientist and superhero known as the Atom, who uses advanced technology to shrink in size and is a central member of the Legends team in the Arrowverse.
  • A. Ray Palmer
    Ray Palmer was an influential American science fiction editor and writer best known for popularizing pulp magazines and promoting imaginative, often controversial speculative fiction in the mid-20th century.
  • B. Doc Shaw
    Doc Shaw is an American actor and rapper best known for his roles on Disney XD’s "Pair of Kings" and Tyler Perry’s sitcom "House of Payne."
  • C. Leo Fitz
    Leo Fitz is a brilliant Scottish engineer and weapons specialist in the Marvel television series "Agents of S.H.I.E.L.D.," known for his genius-level intellect, inventive gadgets, and close partnership with Jemma Simmons.
  • D. Danny Ketch
    Danny Ketch is a Marvel Comics character best known as a modern incarnation of Ghost Rider, a supernatural antihero bonded to the Spirit of Vengeance.
  • E. Magnus Pym
    Magnus Pym is the conflicted British intelligence officer and double agent at the center of John le Carré’s novel "A Perfect Spy," whose life of deception explores themes of identity, loyalty, and betrayal.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3754f4f508190a5b4b8511623fcd4 completed April 18, 2026, 12:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007db4a9288190aea7db58bb379404 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e661bbc8190b87d6d30ad931cbc completed May 10, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_6a007f1402ec81908bc4947c42f60375 completed May 10, 2026, 12:50 p.m.
Created at: April 10, 2026, 5:17 a.m.