Triple

T15500910
Position Surface form Disambiguated ID Type / Status
Subject Joe Abercrombie E378948 entity
Predicate notableWork P4 FINISHED
Object The Heroes
The Heroes is a standalone grimdark fantasy novel by Joe Abercrombie that depicts a brutal three-day battle through the shifting perspectives of soldiers, commanders, and cowards on both sides.
E1160270 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: The Heroes | Statement: [Joe Abercrombie, notableWork, The Heroes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Heroes
Context triple: [Joe Abercrombie, notableWork, The Heroes]
  • A. The Heroes
    The Heroes is a collection of mythological tales for children by Charles Kingsley that retells stories from Greek mythology in an accessible, moralistic Victorian style.
  • B. Helden
    Helden is a town in the Dutch province of Limburg, known as part of the municipality of Peel en Maas.
  • C. The Voice of the Heroes
    The Voice of the Heroes is a collaborative studio album by American rappers Lil Durk and Lil Baby that blends melodic street rap with themes of struggle, loyalty, and success.
  • D. The Hero
    The Hero is the English title of the acclaimed 1966 Bengali film "Nayak," directed by Satyajit Ray and starring Uttam Kumar as a matinee idol reflecting on his life during a train journey.
  • E. The Hero
    "The Hero" is a poignant World War I poem by Siegfried Sassoon that bitterly exposes the gap between the brutal reality of a soldier’s death and the comforting lies told to those at home.
  • 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: The Heroes
Triple: [Joe Abercrombie, notableWork, The Heroes]
Generated description
The Heroes is a standalone grimdark fantasy novel by Joe Abercrombie that depicts a brutal three-day battle through the shifting perspectives of soldiers, commanders, and cowards on both sides.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Heroes
Target entity description: The Heroes is a standalone grimdark fantasy novel by Joe Abercrombie that depicts a brutal three-day battle through the shifting perspectives of soldiers, commanders, and cowards on both sides.
  • A. The Heroes
    The Heroes is a collection of mythological tales for children by Charles Kingsley that retells stories from Greek mythology in an accessible, moralistic Victorian style.
  • B. Helden
    Helden is a town in the Dutch province of Limburg, known as part of the municipality of Peel en Maas.
  • C. The Voice of the Heroes
    The Voice of the Heroes is a collaborative studio album by American rappers Lil Durk and Lil Baby that blends melodic street rap with themes of struggle, loyalty, and success.
  • D. The Hero
    The Hero is the English title of the acclaimed 1966 Bengali film "Nayak," directed by Satyajit Ray and starring Uttam Kumar as a matinee idol reflecting on his life during a train journey.
  • E. The Hero
    "The Hero" is a poignant World War I poem by Siegfried Sassoon that bitterly exposes the gap between the brutal reality of a soldier’s death and the comforting lies told to those at home.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcb4e8c81908e4ab463e3ae252b completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3669f908819087162b1b8a4e4320 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff3830f0148190846bd24db1e0d754 completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:54 a.m.