Triple

T15039862
Position Surface form Disambiguated ID Type / Status
Subject Brent Weeks E378571 entity
Predicate notableWork P4 FINISHED
Object Lightbringer
Lightbringer is a fantasy novel series by Brent Weeks, known for its intricate magic system based on light and color, political intrigue, and fast-paced, character-driven storytelling.
 E1133315 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: Lightbringer | Statement: [Brent Weeks, notableWork, Lightbringer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lightbringer
Context triple: [Brent Weeks, notableWork, Lightbringer]
  • A. Khadgar
    Khadgar is a powerful human archmage from the Warcraft universe, renowned for his pivotal role in major events such as the fight against the Burning Legion and the defense of Azeroth.
  • B. Lightborne
    Lightborne is a character from the video game "Running Dog," recognized as one of its notable figures.
  • C. Brandish
    Brandish is a notable high-speed corner on the Snaefell Mountain Course used for the Isle of Man TT motorcycle races.
  • D. Dragonblade
    Dragonblade is Genji's iconic energy-infused katana in Overwatch, unleashed as his ultimate ability to deliver swift, devastating melee strikes.
  • E. Glamaig
    Glamaig is a prominent, steep-sided conical mountain on the Isle of Skye in Scotland, known as one of the most striking peaks of the Red Cuillin range.
  • 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: Lightbringer
Triple: [Brent Weeks, notableWork, Lightbringer]
Generated description
Lightbringer is a fantasy novel series by Brent Weeks, known for its intricate magic system based on light and color, political intrigue, and fast-paced, character-driven storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lightbringer
Target entity description: Lightbringer is a fantasy novel series by Brent Weeks, known for its intricate magic system based on light and color, political intrigue, and fast-paced, character-driven storytelling.
  • A. Khadgar
    Khadgar is a powerful human archmage from the Warcraft universe, renowned for his pivotal role in major events such as the fight against the Burning Legion and the defense of Azeroth.
  • B. Lightborne
    Lightborne is a character from the video game "Running Dog," recognized as one of its notable figures.
  • C. Brandish
    Brandish is a notable high-speed corner on the Snaefell Mountain Course used for the Isle of Man TT motorcycle races.
  • D. Dragonblade
    Dragonblade is Genji's iconic energy-infused katana in Overwatch, unleashed as his ultimate ability to deliver swift, devastating melee strikes.
  • E. Glamaig
    Glamaig is a prominent, steep-sided conical mountain on the Isle of Skye in Scotland, known as one of the most striking peaks of the Red Cuillin range.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82e79a481908ddb9609af8c4407 completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9de1c3a48190a9b3959a95627175 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9fdba3c48190b1d370f7c066801f completed May 9, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fea0b87db881909607bcf0df5b0979 completed May 9, 2026, 2:49 a.m.
Created at: April 10, 2026, 3 a.m.