Triple

T11171227
Position Surface form Disambiguated ID Type / Status
Subject Galaxy Quest E264276 entity
Predicate characterRole P268 FINISHED
Object Gwen DeMarco is the communications officer on the fictional ship
Gwen DeMarco is a main character in the sci-fi comedy film "Galaxy Quest," serving as the starship’s communications officer and a parody of classic television space heroines.
E908906 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: Gwen DeMarco is the communications officer on the fictional ship | Statement: [Galaxy Quest, characterRole, Gwen DeMarco is the communications officer on the fictional ship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gwen DeMarco is the communications officer on the fictional ship
Context triple: [Galaxy Quest, characterRole, Gwen DeMarco is the communications officer on the fictional ship]
  • A. 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.
  • B. Commander Kelly Grayson in The Orville
    Commander Kelly Grayson is the capable and diplomatic first officer of the USS Orville, known for her leadership skills, complex past relationship with Captain Ed Mercer, and central role in the sci-fi comedy-drama series The Orville.
  • C. 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.
  • D. Michelle Yeoh as Philippa Georgiou
    Michelle Yeoh as Philippa Georgiou is a prominent character in Star Trek: Discovery, portrayed as both a principled Starfleet captain and her ruthless Mirror Universe counterpart, Empress Georgiou.
  • E. Lieutenant Marta Robbins – Jennifer Esposito
    Lieutenant Marta Robbins, portrayed by Jennifer Esposito in the 2004 action-comedy film "Taxi," is a tough, no-nonsense New York police lieutenant who often clashes with the film’s bumbling protagonist.
  • 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: Gwen DeMarco is the communications officer on the fictional ship
Triple: [Galaxy Quest, characterRole, Gwen DeMarco is the communications officer on the fictional ship]
Generated description
Gwen DeMarco is a main character in the sci-fi comedy film "Galaxy Quest," serving as the starship’s communications officer and a parody of classic television space heroines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gwen DeMarco is the communications officer on the fictional ship
Target entity description: Gwen DeMarco is a main character in the sci-fi comedy film "Galaxy Quest," serving as the starship’s communications officer and a parody of classic television space heroines.
  • A. 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.
  • B. Commander Kelly Grayson in The Orville
    Commander Kelly Grayson is the capable and diplomatic first officer of the USS Orville, known for her leadership skills, complex past relationship with Captain Ed Mercer, and central role in the sci-fi comedy-drama series The Orville.
  • C. 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.
  • D. Michelle Yeoh as Philippa Georgiou
    Michelle Yeoh as Philippa Georgiou is a prominent character in Star Trek: Discovery, portrayed as both a principled Starfleet captain and her ruthless Mirror Universe counterpart, Empress Georgiou.
  • E. Lieutenant Marta Robbins – Jennifer Esposito
    Lieutenant Marta Robbins, portrayed by Jennifer Esposito in the 2004 action-comedy film "Taxi," is a tough, no-nonsense New York police lieutenant who often clashes with the film’s bumbling protagonist.
  • 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e89660208190b1d9e91529f5d246 completed April 9, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69e463b155a08190b361b38a39d25b1f completed April 19, 2026, 5:10 a.m.
NEDg Description generation batch_69e46c37efec81908aa709587c37569d completed April 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69e47292cdd08190b05c4c8b09f4f918 completed April 19, 2026, 6:13 a.m.
Created at: April 8, 2026, 9:29 p.m.