Triple

T9385708
Position Surface form Disambiguated ID Type / Status
Subject The Expanse E225898 entity
Predicate mainCharacter P1183 FINISHED
Object James Holden
James Holden is the idealistic yet conflicted former Earth naval officer who becomes a central figure in interplanetary politics and conflict in the science fiction series *The Expanse*.
 E796015 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: James Holden | Statement: [The Expanse, mainCharacter, James Holden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Holden
Context triple: [The Expanse, mainCharacter, James Holden]
  • A. Jon Hopkins
    Jon Hopkins is a British electronic music producer and composer known for his richly textured, atmospheric soundscapes and acclaimed albums such as "Immunity" and "Singularity."
  • B. William Orbit
    William Orbit is a British record producer and composer renowned for his innovative electronic soundscapes and influential collaborations with major pop artists, including his work on Madonna’s acclaimed album "Ray of Light."
  • C. Ben Lovett
    Ben Lovett is a British musician best known as the keyboardist and backing vocalist of the folk-rock band Mumford & Sons.
  • D. Ben Howard
    Ben Howard is an English singer-songwriter and guitarist known for his introspective lyrics, intricate fingerstyle playing, and Mercury Prize–nominated debut album "Every Kingdom."
  • E. Graham Sleight
    Graham Sleight is a British critic and editor best known for his work in science fiction and fantasy literature.
  • 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: James Holden
Triple: [The Expanse, mainCharacter, James Holden]
Generated description
James Holden is the idealistic yet conflicted former Earth naval officer who becomes a central figure in interplanetary politics and conflict in the science fiction series *The Expanse*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Holden
Target entity description: James Holden is the idealistic yet conflicted former Earth naval officer who becomes a central figure in interplanetary politics and conflict in the science fiction series *The Expanse*.
  • A. Jon Hopkins
    Jon Hopkins is a British electronic music producer and composer known for his richly textured, atmospheric soundscapes and acclaimed albums such as "Immunity" and "Singularity."
  • B. William Orbit
    William Orbit is a British record producer and composer renowned for his innovative electronic soundscapes and influential collaborations with major pop artists, including his work on Madonna’s acclaimed album "Ray of Light."
  • C. Ben Lovett
    Ben Lovett is a British musician best known as the keyboardist and backing vocalist of the folk-rock band Mumford & Sons.
  • D. Ben Howard
    Ben Howard is an English singer-songwriter and guitarist known for his introspective lyrics, intricate fingerstyle playing, and Mercury Prize–nominated debut album "Every Kingdom."
  • E. Graham Sleight
    Graham Sleight is a British critic and editor best known for his work in science fiction and fantasy literature.
  • 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_69ca842e9dcc8190a264119e683cfe04 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd50d3964c8190b0353f56df755db8 completed April 1, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100eb108c8190add5bacfea1f800a completed April 4, 2026, 12:15 p.m.
NEDg Description generation batch_69d1017a36e0819091bd6d7bc75d1a97 completed April 4, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69d10270f9948190bbf937089f88bacf completed April 4, 2026, 12:22 p.m.
Created at: March 30, 2026, 7:44 p.m.