Triple

T4192998
Position Surface form Disambiguated ID Type / Status
Subject Spider-Man 3 E89077 entity
Predicate featuresCharacter P626 FINISHED
Object Flint Marko
Flint Marko, also known as the Sandman, is a Marvel Comics supervillain who can transform his body into sand and is a prominent adversary of Spider-Man.
E420052 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: Flint Marko | Statement: [Spider-Man 3, featuresCharacter, Flint Marko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flint Marko
Context triple: [Spider-Man 3, featuresCharacter, Flint Marko]
  • A. Ben Grimm
    Ben Grimm, also known as the Thing, is a member of Marvel’s Fantastic Four who gains immense strength and a rocky, orange exterior after being transformed by cosmic forces.
  • B. Pietro Maximoff
    Pietro Maximoff, also known as Quicksilver, is a Marvel Comics superhero famed for his incredible superhuman speed and impulsive, protective nature, particularly toward his twin sister Wanda.
  • C. Magneto
    Magneto is a powerful Marvel Comics supervillain and occasional antihero, known as a mutant with magnetic abilities and a complex ideological rivalry with the X-Men.
  • D. Dr. Cyclops
    Dr. Cyclops is a 1940 science fiction horror film best known for its pioneering use of Technicolor and its story of a mad scientist who shrinks his victims in the Peruvian jungle.
  • E. Hank McCoy / Beast
    Hank McCoy, also known as Beast, is a brilliant mutant scientist and founding member of the X-Men distinguished by his blue fur, superhuman agility, and intellectual prowess.
  • 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: Flint Marko
Triple: [Spider-Man 3, featuresCharacter, Flint Marko]
Generated description
Flint Marko, also known as the Sandman, is a Marvel Comics supervillain who can transform his body into sand and is a prominent adversary of Spider-Man.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flint Marko
Target entity description: Flint Marko, also known as the Sandman, is a Marvel Comics supervillain who can transform his body into sand and is a prominent adversary of Spider-Man.
  • A. Ben Grimm
    Ben Grimm, also known as the Thing, is a member of Marvel’s Fantastic Four who gains immense strength and a rocky, orange exterior after being transformed by cosmic forces.
  • B. Pietro Maximoff
    Pietro Maximoff, also known as Quicksilver, is a Marvel Comics superhero famed for his incredible superhuman speed and impulsive, protective nature, particularly toward his twin sister Wanda.
  • C. Magneto
    Magneto is a powerful Marvel Comics supervillain and occasional antihero, known as a mutant with magnetic abilities and a complex ideological rivalry with the X-Men.
  • D. Dr. Cyclops
    Dr. Cyclops is a 1940 science fiction horror film best known for its pioneering use of Technicolor and its story of a mad scientist who shrinks his victims in the Peruvian jungle.
  • E. Hank McCoy / Beast
    Hank McCoy, also known as Beast, is a brilliant mutant scientist and founding member of the X-Men distinguished by his blue fur, superhuman agility, and intellectual prowess.
  • 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_69aed9569a4481908b6c1fcec2a11e21 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0342c6048190835631649a14d304 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a0b02208190af3a55d38a7a2459 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58e0446d48190a1fd54bcc72af026 completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58e8d57cc8190a823a7cf3a3f0cdf completed March 14, 2026, 4:36 p.m.
Created at: March 9, 2026, 3:46 p.m.