Triple

T20391107
Position Surface form Disambiguated ID Type / Status
Subject The Incredible Hulk (2008 film) E498084 entity
Predicate featuresCharacter P626 FINISHED
Object Samuel Sterns
Samuel Sterns is a Marvel Comics character, often known as the super-intelligent villain the Leader, who appears as a key figure in the Hulk’s storyline.
E1433980 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: Samuel Sterns | Statement: [The Incredible Hulk (2008 film), featuresCharacter, Samuel Sterns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samuel Sterns
Context triple: [The Incredible Hulk (2008 film), featuresCharacter, Samuel Sterns]
  • A. Samuel Weiss
    Samuel Weiss is a relatively obscure individual whose specific public significance is not clearly established from the available information.
  • B. Samuel Rosenstock
    Samuel Rosenstock, better known as Tristan Tzara, was a Romanian-French avant-garde poet and essayist who co-founded and became a leading figure of the Dada movement.
  • C. Benjamin Strasser
    Benjamin Strasser is a German politician (FDP) who serves as a Parliamentary State Secretary in the Federal Ministry of Justice.
  • D. Samuel Unger
    Samuel Unger is a notable individual recognized as a prominent bearer of the Unger surname.
  • E. Samuel Lipman
    Samuel Lipman was one of the Russian-born Jewish anarchists prosecuted in the 1919 U.S. Supreme Court case Abrams v. United States for distributing anti-war leaflets during World War I.
  • 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: Samuel Sterns
Triple: [The Incredible Hulk (2008 film), featuresCharacter, Samuel Sterns]
Generated description
Samuel Sterns is a Marvel Comics character, often known as the super-intelligent villain the Leader, who appears as a key figure in the Hulk’s storyline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samuel Sterns
Target entity description: Samuel Sterns is a Marvel Comics character, often known as the super-intelligent villain the Leader, who appears as a key figure in the Hulk’s storyline.
  • A. Samuel Weiss
    Samuel Weiss is a relatively obscure individual whose specific public significance is not clearly established from the available information.
  • B. Samuel Rosenstock
    Samuel Rosenstock, better known as Tristan Tzara, was a Romanian-French avant-garde poet and essayist who co-founded and became a leading figure of the Dada movement.
  • C. Benjamin Strasser
    Benjamin Strasser is a German politician (FDP) who serves as a Parliamentary State Secretary in the Federal Ministry of Justice.
  • D. Samuel Unger
    Samuel Unger is a notable individual recognized as a prominent bearer of the Unger surname.
  • E. Samuel Lipman
    Samuel Lipman was one of the Russian-born Jewish anarchists prosecuted in the 1919 U.S. Supreme Court case Abrams v. United States for distributing anti-war leaflets during World War I.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790f8d9c819093038f6bb6f47a92 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08939fd63c8190bdb162b31b9af675 completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a0894a4a1208190bb052d589a8c8b53 completed May 16, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_6a089592af8c8190a2fb50cd1030687a completed May 16, 2026, 4:04 p.m.
Created at: April 16, 2026, 11:28 a.m.