Triple

T6954010
Position Surface form Disambiguated ID Type / Status
Subject Jonathan Archer E161194 entity
Predicate closeAssociate P2830 FINISHED
Object Malcolm Reed
Malcolm Reed is the tactical and armory officer aboard the starship Enterprise NX-01 in the television series "Star Trek: Enterprise."
E630741 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: Malcolm Reed | Statement: [Jonathan Archer, closeAssociate, Malcolm Reed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malcolm Reed
Context triple: [Jonathan Archer, closeAssociate, Malcolm Reed]
  • A. Hikaru Sulu
    Hikaru Sulu is a fictional Starfleet officer and helmsman of the starship Enterprise in the Star Trek franchise, known for his calm competence and later promotion to starship captain.
  • B. Montgomery Scott
    Montgomery Scott is the brilliant and resourceful chief engineer of the starship Enterprise in the Star Trek franchise, renowned for his technical genius and memorable catchphrases.
  • C. Lt. Cmdr. Bortus
    Lt. Cmdr. Bortus is a stoic, mustachioed Moclan officer serving as second officer and chief of security aboard the exploratory spaceship in the sci-fi comedy-drama series "The Orville."
  • D. Kelly Riker
    Kelly Riker is a pivotal character in John Grisham’s legal thriller "The Rainmaker," portrayed as an abused wife whose struggle for safety and justice becomes central to the story’s emotional and moral stakes.
  • E. Geordi La Forge
    Geordi La Forge is a key Starfleet engineer in the Star Trek universe, best known as the visually impaired chief engineer of the USS Enterprise-D who uses a VISOR to see.
  • 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: Malcolm Reed
Triple: [Jonathan Archer, closeAssociate, Malcolm Reed]
Generated description
Malcolm Reed is the tactical and armory officer aboard the starship Enterprise NX-01 in the television series "Star Trek: Enterprise."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malcolm Reed
Target entity description: Malcolm Reed is the tactical and armory officer aboard the starship Enterprise NX-01 in the television series "Star Trek: Enterprise."
  • A. Hikaru Sulu
    Hikaru Sulu is a fictional Starfleet officer and helmsman of the starship Enterprise in the Star Trek franchise, known for his calm competence and later promotion to starship captain.
  • B. Montgomery Scott
    Montgomery Scott is the brilliant and resourceful chief engineer of the starship Enterprise in the Star Trek franchise, renowned for his technical genius and memorable catchphrases.
  • C. Lt. Cmdr. Bortus
    Lt. Cmdr. Bortus is a stoic, mustachioed Moclan officer serving as second officer and chief of security aboard the exploratory spaceship in the sci-fi comedy-drama series "The Orville."
  • D. Kelly Riker
    Kelly Riker is a pivotal character in John Grisham’s legal thriller "The Rainmaker," portrayed as an abused wife whose struggle for safety and justice becomes central to the story’s emotional and moral stakes.
  • E. Geordi La Forge
    Geordi La Forge is a key Starfleet engineer in the Star Trek universe, best known as the visually impaired chief engineer of the USS Enterprise-D who uses a VISOR to see.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dacca12481908942ba793a104cc3 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75883f6888190a75515be49e7879e completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c759a5eebc8190934ea04a2ce20287 completed March 28, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c75a19d27c819089cfa625dfccfe6f completed March 28, 2026, 4:33 a.m.
Created at: March 27, 2026, 2:29 p.m.