Triple

T8511637
Position Surface form Disambiguated ID Type / Status
Subject Halo (video game series) E201466 entity
Predicate notableCharacter P1481 FINISHED
Object Commander Miranda Keyes
Commander Miranda Keyes is a prominent UNSC officer in the Halo video game series, known for her leadership, bravery, and pivotal role in humanity’s fight against the Covenant.
E738572 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: Commander Miranda Keyes | Statement: [Halo (video game series), notableCharacter, Commander Miranda Keyes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commander Miranda Keyes
Context triple: [Halo (video game series), notableCharacter, Commander Miranda Keyes]
  • A. Commander Tanya Kirbuk
    Commander Tanya Kirbuk is a Soviet spacecraft commander featured in the science fiction film "2010: The Year We Make Contact," where she plays a key role in the joint U.S.-Soviet mission to investigate the mysteries surrounding Jupiter and the monolith.
  • 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. 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.
  • D. Commander Judd
    Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
  • E. Commander Delaney Truffault
    Commander Delaney Truffault is a high-ranking military officer character from the science fiction series "Dark Matter," portrayed as a pragmatic and politically savvy leader.
  • 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: Commander Miranda Keyes
Triple: [Halo (video game series), notableCharacter, Commander Miranda Keyes]
Generated description
Commander Miranda Keyes is a prominent UNSC officer in the Halo video game series, known for her leadership, bravery, and pivotal role in humanity’s fight against the Covenant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commander Miranda Keyes
Target entity description: Commander Miranda Keyes is a prominent UNSC officer in the Halo video game series, known for her leadership, bravery, and pivotal role in humanity’s fight against the Covenant.
  • A. Commander Tanya Kirbuk
    Commander Tanya Kirbuk is a Soviet spacecraft commander featured in the science fiction film "2010: The Year We Make Contact," where she plays a key role in the joint U.S.-Soviet mission to investigate the mysteries surrounding Jupiter and the monolith.
  • 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. 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.
  • D. Commander Judd
    Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
  • E. Commander Delaney Truffault
    Commander Delaney Truffault is a high-ranking military officer character from the science fiction series "Dark Matter," portrayed as a pragmatic and politically savvy leader.
  • 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60b0d4c8190812ddbc1c17389c8 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e47542c8190af93dca3ce16a04b completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff9792c81908d76141904a170bc completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50acae5881908f1d2c0e21dd7f1d completed April 2, 2026, 11:19 a.m.
Created at: March 30, 2026, 6:15 p.m.