Triple

T2608022
Position Surface form Disambiguated ID Type / Status
Subject S.H.I.E.L.D. E58706 entity
Predicate member P10 FINISHED
Object Melinda May
Melinda May is a highly skilled S.H.I.E.L.D. agent and pilot in the Marvel universe, renowned for her combat expertise, stoic demeanor, and loyalty to Director Phil Coulson's team.
 E282435 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: Melinda May | Statement: [S.H.I.E.L.D., member, Melinda May]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Melinda May
Context triple: [S.H.I.E.L.D., member, Melinda May]
  • A. Dr. Liet-Kynes
    Dr. Liet-Kynes is the Imperial planetologist and secret Fremen ally on Arrakis in the 2021 film "Dune," serving as a key figure in the planet’s ecological and political struggles.
  • B. Commander Kelly Grayson
    Commander Kelly Grayson is a central character on the sci-fi comedy-drama series "The Orville," serving as the ship's first officer and the ex-wife of Captain Ed Mercer.
  • C. Jonathan Archer
    Jonathan Archer is the pioneering Starfleet captain of the starship Enterprise NX-01 in the Star Trek universe, known for leading humanity’s earliest deep-space exploration missions.
  • D. Kensi Blye
    Kensi Blye is a highly skilled and resourceful NCIS Special Agent and former Marine who serves as one of the central protagonists on the television series NCIS: Los Angeles.
  • E. Zarya
    Zarya is a powerful, pink-haired Russian soldier and tank hero in the video game Overwatch, known for her particle cannon, protective barriers, and high-damage potential when charged.
  • 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: Melinda May
Triple: [S.H.I.E.L.D., member, Melinda May]
Generated description
Melinda May is a highly skilled S.H.I.E.L.D. agent and pilot in the Marvel universe, renowned for her combat expertise, stoic demeanor, and loyalty to Director Phil Coulson's team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Melinda May
Target entity description: Melinda May is a highly skilled S.H.I.E.L.D. agent and pilot in the Marvel universe, renowned for her combat expertise, stoic demeanor, and loyalty to Director Phil Coulson's team.
  • A. Dr. Liet-Kynes
    Dr. Liet-Kynes is the Imperial planetologist and secret Fremen ally on Arrakis in the 2021 film "Dune," serving as a key figure in the planet’s ecological and political struggles.
  • B. Commander Kelly Grayson
    Commander Kelly Grayson is a central character on the sci-fi comedy-drama series "The Orville," serving as the ship's first officer and the ex-wife of Captain Ed Mercer.
  • C. Jonathan Archer
    Jonathan Archer is the pioneering Starfleet captain of the starship Enterprise NX-01 in the Star Trek universe, known for leading humanity’s earliest deep-space exploration missions.
  • D. Kensi Blye
    Kensi Blye is a highly skilled and resourceful NCIS Special Agent and former Marine who serves as one of the central protagonists on the television series NCIS: Los Angeles.
  • E. Zarya
    Zarya is a powerful, pink-haired Russian soldier and tank hero in the video game Overwatch, known for her particle cannon, protective barriers, and high-damage potential when charged.
  • 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_69ab4ac3523881909679750c9f8c2dec completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd86769b88190935151a01c1ac855 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83e1efb88190b79c2c6ac0e87647 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af84a15b5c8190bb68b6ff313adb6c completed March 10, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69af85aa5f548190a4ce1a4ff38ca5e3 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.