Triple

T8666190
Position Surface form Disambiguated ID Type / Status
Subject Lou Anders E205679 entity
Predicate notableWork P4 FINISHED
Object Nightborn
Nightborn is a fantasy novel by Lou Anders, best known as the second book in his middle-grade Thrones & Bones series set in a richly imagined Norse-inspired world.
E749408 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: Nightborn | Statement: [Lou Anders, notableWork, Nightborn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nightborn
Context triple: [Lou Anders, notableWork, Nightborn]
  • A. Nightworld
    Nightworld is a horror novel by F. Paul Wilson that serves as the apocalyptic climax of his long-running Adversary Cycle.
  • B. A Darkness More Than Night
    A Darkness More Than Night is a crime novel by Michael Connelly that intertwines his recurring characters Harry Bosch and Terry McCaleb in a complex murder investigation.
  • C. Wraithborne
    Wraithborne is a fantasy-themed action role-playing game for mobile platforms featuring fast-paced combat and spellcasting.
  • D. Nightfall
    "Nightfall" is a classic science fiction short story by Isaac Asimov that explores the psychological and societal collapse of a civilization experiencing darkness and a view of the stars for the first time.
  • E. Dark Sacred Night
    Dark Sacred Night is a crime novel by Michael Connelly that brings together detectives Harry Bosch and Renée Ballard as they investigate a cold case in Los Angeles.
  • 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: Nightborn
Triple: [Lou Anders, notableWork, Nightborn]
Generated description
Nightborn is a fantasy novel by Lou Anders, best known as the second book in his middle-grade Thrones & Bones series set in a richly imagined Norse-inspired world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nightborn
Target entity description: Nightborn is a fantasy novel by Lou Anders, best known as the second book in his middle-grade Thrones & Bones series set in a richly imagined Norse-inspired world.
  • A. Nightworld
    Nightworld is a horror novel by F. Paul Wilson that serves as the apocalyptic climax of his long-running Adversary Cycle.
  • B. A Darkness More Than Night
    A Darkness More Than Night is a crime novel by Michael Connelly that intertwines his recurring characters Harry Bosch and Terry McCaleb in a complex murder investigation.
  • C. Wraithborne
    Wraithborne is a fantasy-themed action role-playing game for mobile platforms featuring fast-paced combat and spellcasting.
  • D. Nightfall
    "Nightfall" is a classic science fiction short story by Isaac Asimov that explores the psychological and societal collapse of a civilization experiencing darkness and a view of the stars for the first time.
  • E. Dark Sacred Night
    Dark Sacred Night is a crime novel by Michael Connelly that brings together detectives Harry Bosch and Renée Ballard as they investigate a cold case in Los Angeles.
  • 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_69ca83516ae88190aefe034b3bc589e3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48a1dd1481908c56abca48fcd562 completed March 31, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd1592788190a882fb7218f95807 completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8e5afc8190912b6eb9c80dd073 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf8ee4f48190bb901e35ade91b6c completed April 2, 2026, 8:20 p.m.
Created at: March 30, 2026, 6:31 p.m.