Triple

T1884303
Position Surface form Disambiguated ID Type / Status
Subject John Stephens E39925 entity
Predicate notableWork P4 FINISHED
Object The Black Reckoning
The Black Reckoning is a fantasy novel by John Stephens, the third book in his middle-grade series The Books of Beginning, which follows three siblings wielding powerful magical artifacts to confront an ancient evil.
E209510 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 Black Reckoning | Statement: [John Stephens, notableWork, The Black Reckoning]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Black Reckoning
Context triple: [John Stephens, notableWork, The Black Reckoning]
  • A. The Black Sleep
    The Black Sleep is a 1956 American horror film featuring a mad surgeon who experiments on human brains, notable for its cast of classic horror stars.
  • B. The Reawakening
    The Reawakening is an alternate title for the 1921 silent drama film "The Truce."
  • C. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • D. The Book of Skulls
    The Book of Skulls is a 1972 science fiction novel by Robert Silverberg that follows four college students who discover a desert cult promising immortality at the cost of ritual sacrifice.
  • E. After the Fall
    After the Fall is a semi-autobiographical play by Arthur Miller that explores themes of guilt, memory, and personal responsibility, widely seen as reflecting his relationship with Marilyn Monroe and the era of McCarthyism.
  • 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 Black Reckoning
Triple: [John Stephens, notableWork, The Black Reckoning]
Generated description
The Black Reckoning is a fantasy novel by John Stephens, the third book in his middle-grade series The Books of Beginning, which follows three siblings wielding powerful magical artifacts to confront an ancient evil.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Black Reckoning
Target entity description: The Black Reckoning is a fantasy novel by John Stephens, the third book in his middle-grade series The Books of Beginning, which follows three siblings wielding powerful magical artifacts to confront an ancient evil.
  • A. The Black Sleep
    The Black Sleep is a 1956 American horror film featuring a mad surgeon who experiments on human brains, notable for its cast of classic horror stars.
  • B. The Reawakening
    The Reawakening is an alternate title for the 1921 silent drama film "The Truce."
  • C. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • D. The Book of Skulls
    The Book of Skulls is a 1972 science fiction novel by Robert Silverberg that follows four college students who discover a desert cult promising immortality at the cost of ritual sacrifice.
  • E. After the Fall
    After the Fall is a semi-autobiographical play by Arthur Miller that explores themes of guilt, memory, and personal responsibility, widely seen as reflecting his relationship with Marilyn Monroe and the era of McCarthyism.
  • 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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb11d3cd48190bbd3ef2cf62e0dff completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf61413081909c0e840590aaf631 completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69addfcecdf48190a325eb5c8b10f238 completed March 8, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69ade0ba34ac8190ac94f7dbb5778f70 completed March 8, 2026, 8:48 p.m.
Created at: March 4, 2026, 7:34 p.m.