Triple

T8432973
Position Surface form Disambiguated ID Type / Status
Subject Anthony Russo E199159 entity
Predicate memberOf P10 FINISHED
Object Russo brothers
The Russo brothers are an American filmmaking duo best known for directing several major Marvel Cinematic Universe films, including Captain America: The Winter Soldier and Avengers: Endgame.
E733990 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: Russo brothers | Statement: [Anthony Russo, memberOf, Russo brothers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Russo brothers
Context triple: [Anthony Russo, memberOf, Russo brothers]
  • A. Orlov brothers
    The Orlov brothers were prominent 18th-century Russian noblemen and military leaders, closely associated with Empress Catherine the Great and influential in Russian politics and military campaigns.
  • B. Ivan Boldin
    Ivan Boldin was a Soviet general best known for his leadership of Red Army forces during the early stages of the German invasion of the Soviet Union in World War II.
  • C. Nikita Anisimov
    Nikita Anisimov is a Russian academic and university administrator who serves as the rector of the National Research University Higher School of Economics (HSE) in Moscow.
  • D. Igor Babuschkin
    Igor Babuschkin is an AI researcher and engineer known for his work on large language models at organizations such as DeepMind, OpenAI, and later xAI.
  • E. Dmitry Rybolovlev
    Dmitry Rybolovlev is a Russian billionaire businessman and investor best known for his high-profile art purchases and ownership of the French football club AS Monaco.
  • 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: Russo brothers
Triple: [Anthony Russo, memberOf, Russo brothers]
Generated description
The Russo brothers are an American filmmaking duo best known for directing several major Marvel Cinematic Universe films, including Captain America: The Winter Soldier and Avengers: Endgame.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Russo brothers
Target entity description: The Russo brothers are an American filmmaking duo best known for directing several major Marvel Cinematic Universe films, including Captain America: The Winter Soldier and Avengers: Endgame.
  • A. Orlov brothers
    The Orlov brothers were prominent 18th-century Russian noblemen and military leaders, closely associated with Empress Catherine the Great and influential in Russian politics and military campaigns.
  • B. Ivan Boldin
    Ivan Boldin was a Soviet general best known for his leadership of Red Army forces during the early stages of the German invasion of the Soviet Union in World War II.
  • C. Nikita Anisimov
    Nikita Anisimov is a Russian academic and university administrator who serves as the rector of the National Research University Higher School of Economics (HSE) in Moscow.
  • D. Igor Babuschkin
    Igor Babuschkin is an AI researcher and engineer known for his work on large language models at organizations such as DeepMind, OpenAI, and later xAI.
  • E. Dmitry Rybolovlev
    Dmitry Rybolovlev is a Russian billionaire businessman and investor best known for his high-profile art purchases and ownership of the French football club AS Monaco.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a5d7488190842e246444fc9a4e completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1d673ed48190abf765c203ed2a0f completed April 2, 2026, 7:40 a.m.
NEDg Description generation batch_69ce1e6e83008190a4c2f796928882c1 completed April 2, 2026, 7:44 a.m.
NED2 Entity disambiguation (via description) batch_69ce1f3d46f48190be7b494e808a70f9 completed April 2, 2026, 7:48 a.m.
Created at: March 30, 2026, 6:07 p.m.