Triple

T8666189
Position Surface form Disambiguated ID Type / Status
Subject Lou Anders E205679 entity
Predicate notableWork P4 FINISHED
Object Frostborn
Frostborn is a middle-grade fantasy novel by Lou Anders that follows two unlikely young heroes on a Viking-inspired adventure filled with magic, monsters, and Norse mythology.
 E749407 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: Frostborn | Statement: [Lou Anders, notableWork, Frostborn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frostborn
Context triple: [Lou Anders, notableWork, Frostborn]
  • A. Cold Irons Bound
    "Cold Irons Bound" is a Grammy-winning, blues-infused song by Bob Dylan, noted for its dense, apocalyptic lyrics and murky, atmospheric production.
  • B. Iron Winter
    Iron Winter is a science fiction novel by Stephen Baxter that explores the impact of a sudden ice age on a near-future European civilization.
  • C. Fire & Blood
    Fire & Blood is a companion history book by George R. R. Martin that chronicles the rise and rule of House Targaryen in the world of A Song of Ice and Fire.
  • D. The Enshrouded One
    The Enshrouded One is a title referring to the Prophet Muhammad in a state of being wrapped in his garments, as addressed at the beginning of Surah Al-Muzzammil in the Qur’an.
  • E. Wraithborne
    Wraithborne is a fantasy-themed action role-playing game for mobile platforms featuring fast-paced combat and spellcasting.
  • 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: Frostborn
Triple: [Lou Anders, notableWork, Frostborn]
Generated description
Frostborn is a middle-grade fantasy novel by Lou Anders that follows two unlikely young heroes on a Viking-inspired adventure filled with magic, monsters, and Norse mythology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frostborn
Target entity description: Frostborn is a middle-grade fantasy novel by Lou Anders that follows two unlikely young heroes on a Viking-inspired adventure filled with magic, monsters, and Norse mythology.
  • A. Cold Irons Bound
    "Cold Irons Bound" is a Grammy-winning, blues-infused song by Bob Dylan, noted for its dense, apocalyptic lyrics and murky, atmospheric production.
  • B. Iron Winter
    Iron Winter is a science fiction novel by Stephen Baxter that explores the impact of a sudden ice age on a near-future European civilization.
  • C. Fire & Blood
    Fire & Blood is a companion history book by George R. R. Martin that chronicles the rise and rule of House Targaryen in the world of A Song of Ice and Fire.
  • D. The Enshrouded One
    The Enshrouded One is a title referring to the Prophet Muhammad in a state of being wrapped in his garments, as addressed at the beginning of Surah Al-Muzzammil in the Qur’an.
  • E. Wraithborne
    Wraithborne is a fantasy-themed action role-playing game for mobile platforms featuring fast-paced combat and spellcasting.
  • 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.