Triple

T10920494
Position Surface form Disambiguated ID Type / Status
Subject Maya Lopez E257932 entity
Predicate MCUFamily P96652 FINISHED
Object William Lopez
William Lopez is a character in the Marvel Cinematic Universe known as Maya Lopez’s father and a key figure in her backstory.
E893901 NE FINISHED

How this triple was built (5 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: William Lopez | Statement: [Maya Lopez, MCUFamily, William Lopez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Lopez
Context triple: [Maya Lopez, MCUFamily, William Lopez]
  • A. John Easterling
    John Easterling is an American businessman and environmental entrepreneur best known as the husband of singer and actress Olivia Newton-John and as the founder of the Amazon Herb Company.
  • B. J. R. Ventimilia
    J. R. Ventimilia is a television writer and producer best known for co-creating the 2012 animated Teenage Mutant Ninja Turtles series.
  • C. Richard Lacayo
    Richard Lacayo is an American journalist and critic best known for his long tenure at Time magazine, where he served as an art and literary critic and co-created major cultural lists and features.
  • D. Christopher Barreca
    Christopher Barreca is an American scenic designer known for his work on major stage productions, including the Broadway musical "Rocky."
  • E. Michael Cartellone
    Michael Cartellone is an American drummer best known as the longtime percussionist for the Southern rock band Lynyrd Skynyrd.
  • 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: William Lopez
Triple: [Maya Lopez, MCUFamily, William Lopez]
Generated description
William Lopez is a character in the Marvel Cinematic Universe known as Maya Lopez’s father and a key figure in her backstory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Lopez
Target entity description: William Lopez is a character in the Marvel Cinematic Universe known as Maya Lopez’s father and a key figure in her backstory.
  • A. John Easterling
    John Easterling is an American businessman and environmental entrepreneur best known as the husband of singer and actress Olivia Newton-John and as the founder of the Amazon Herb Company.
  • B. J. R. Ventimilia
    J. R. Ventimilia is a television writer and producer best known for co-creating the 2012 animated Teenage Mutant Ninja Turtles series.
  • C. Richard Lacayo
    Richard Lacayo is an American journalist and critic best known for his long tenure at Time magazine, where he served as an art and literary critic and co-created major cultural lists and features.
  • D. Christopher Barreca
    Christopher Barreca is an American scenic designer known for his work on major stage productions, including the Broadway musical "Rocky."
  • E. Michael Cartellone
    Michael Cartellone is an American drummer best known as the longtime percussionist for the Southern rock band Lynyrd Skynyrd.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: MCUFamily
Context triple: [Maya Lopez, MCUFamily, William Lopez]
  • A. MCUFilm
    Indicates that a film is part of the Marvel Cinematic Universe franchise.
  • B. MCUStoryArc
    Indicates a narrative relationship where events or elements are part of the same overarching Marvel Cinematic Universe story arc.
  • C. speciesInMCU
    Indicates that a given species exists or appears within the Marvel Cinematic Universe.
  • D. marvelCinematicUniverseDebutFilm
    Indicates the film in which an entity (such as a character or actor) first appeared within the Marvel Cinematic Universe.
  • E. MCUHomeRealm
    Indicates that a character’s primary universe or dimension of origin within the Marvel Cinematic Universe continuity is the specified realm.
  • F. None of above. chosen

Provenance (7 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77081a0c48190b7aa4a482032d1ea completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2171adbbc8190916a5463b6e5c186 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
PD Predicate disambiguation batch_69d72e799f808190b6ab64fc7586a303 completed April 9, 2026, 4:43 a.m.
PDg Predicate description generation batch_69d7322370648190ba14cdd6fb4cdcb0 completed April 9, 2026, 4:59 a.m.
Created at: April 8, 2026, 9:22 p.m.