Triple

T2351465
Position Surface form Disambiguated ID Type / Status
Subject Hawkeye (TV series) E47456 entity
Predicate character P662 FINISHED
Object Maya Lopez
Maya Lopez is a deaf Native American martial artist and crime enforcer in Marvel Comics and the Marvel Cinematic Universe, known by the alias Echo.
E257932 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: Maya Lopez | Statement: [Hawkeye (TV series), character, Maya Lopez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maya Lopez
Context triple: [Hawkeye (TV series), character, Maya Lopez]
  • A. Gemma Teller Morrow
    Gemma Teller Morrow is a central, manipulative matriarch in the TV series "Sons of Anarchy," known for her fierce loyalty to her family and the outlaw motorcycle club.
  • B. Mara Wilson
    Mara Wilson is an American former child actress and writer best known for her roles in films like "Matilda," "Mrs. Doubtfire," and "Miracle on 34th Street."
  • C. Valentina Fox
    Valentina Fox is the daughter of American actress Taryn Power and a member of the extended Power acting family.
  • D. Maria Hill
    Maria Hill is a high-ranking S.H.I.E.L.D. operative and close ally of Nick Fury who frequently coordinates and supports the Avengers in the Marvel Cinematic Universe.
  • E. Amber Maggart
    Amber Maggart is the sister of acclaimed American singer-songwriter Fiona Apple and a member of the Maggart family of artists and performers.
  • 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: Maya Lopez
Triple: [Hawkeye (TV series), character, Maya Lopez]
Generated description
Maya Lopez is a deaf Native American martial artist and crime enforcer in Marvel Comics and the Marvel Cinematic Universe, known by the alias Echo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maya Lopez
Target entity description: Maya Lopez is a deaf Native American martial artist and crime enforcer in Marvel Comics and the Marvel Cinematic Universe, known by the alias Echo.
  • A. Gemma Teller Morrow
    Gemma Teller Morrow is a central, manipulative matriarch in the TV series "Sons of Anarchy," known for her fierce loyalty to her family and the outlaw motorcycle club.
  • B. Mara Wilson
    Mara Wilson is an American former child actress and writer best known for her roles in films like "Matilda," "Mrs. Doubtfire," and "Miracle on 34th Street."
  • C. Valentina Fox
    Valentina Fox is the daughter of American actress Taryn Power and a member of the extended Power acting family.
  • D. Maria Hill
    Maria Hill is a high-ranking S.H.I.E.L.D. operative and close ally of Nick Fury who frequently coordinates and supports the Avengers in the Marvel Cinematic Universe.
  • E. Amber Maggart
    Amber Maggart is the sister of acclaimed American singer-songwriter Fiona Apple and a member of the Maggart family of artists and performers.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6f75d888190a2e41edaa532e83f completed March 7, 2026, 6:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae962f769881909a7713880eaa9b84 completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae96b399608190bfa846c433612142 completed March 9, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae977e539c81909cef638cc61e5ec1 completed March 9, 2026, 9:48 a.m.
Created at: March 4, 2026, 7:54 p.m.