Triple

T11984133
Position Surface form Disambiguated ID Type / Status
Subject John August E285233 entity
Predicate notableWork P4 FINISHED
Object Arlo Finch book series
The Arlo Finch book series is a middle-grade fantasy adventure saga by screenwriter John August, following a boy who joins a mysterious scouting troop and encounters supernatural forces in the Colorado wilderness.
E958256 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: Arlo Finch book series | Statement: [John August, notableWork, Arlo Finch book series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arlo Finch book series
Context triple: [John August, notableWork, Arlo Finch book series]
  • A. Ellie Hatcher series
    The Ellie Hatcher series is a contemporary crime-fiction book series following a New York City detective, written by American novelist and former prosecutor Alafair Burke.
  • B. Alvirah and Willy series
    The Alvirah and Willy series is a collection of light mystery novels by Mary Higgins Clark featuring a lottery-winning former cleaning woman and her devoted husband who repeatedly become amateur sleuths.
  • C. Artemis Fowl
    Artemis Fowl is a popular young adult fantasy novel by Eoin Colfer that follows a teenage criminal mastermind who kidnaps a fairy to restore his family’s fortune.
  • D. The Sally Lockhart series
    The Sally Lockhart series is a set of Victorian-era mystery novels by Philip Pullman featuring a courageous young heroine who uncovers dark conspiracies in 19th-century London.
  • E. The Mark of the Lion series
    The Mark of the Lion series is a Christian historical fiction trilogy by Francine Rivers set in the Roman Empire, following early Christian characters as they face persecution, spiritual struggle, and transformative faith.
  • 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: Arlo Finch book series
Triple: [John August, notableWork, Arlo Finch book series]
Generated description
The Arlo Finch book series is a middle-grade fantasy adventure saga by screenwriter John August, following a boy who joins a mysterious scouting troop and encounters supernatural forces in the Colorado wilderness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arlo Finch book series
Target entity description: The Arlo Finch book series is a middle-grade fantasy adventure saga by screenwriter John August, following a boy who joins a mysterious scouting troop and encounters supernatural forces in the Colorado wilderness.
  • A. Ellie Hatcher series
    The Ellie Hatcher series is a contemporary crime-fiction book series following a New York City detective, written by American novelist and former prosecutor Alafair Burke.
  • B. Alvirah and Willy series
    The Alvirah and Willy series is a collection of light mystery novels by Mary Higgins Clark featuring a lottery-winning former cleaning woman and her devoted husband who repeatedly become amateur sleuths.
  • C. Artemis Fowl
    Artemis Fowl is a popular young adult fantasy novel by Eoin Colfer that follows a teenage criminal mastermind who kidnaps a fairy to restore his family’s fortune.
  • D. The Sally Lockhart series
    The Sally Lockhart series is a set of Victorian-era mystery novels by Philip Pullman featuring a courageous young heroine who uncovers dark conspiracies in 19th-century London.
  • E. The Mark of the Lion series
    The Mark of the Lion series is a Christian historical fiction trilogy by Francine Rivers set in the Roman Empire, following early Christian characters as they face persecution, spiritual struggle, and transformative faith.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903973c848190aac871d6dfecc74b completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f472286edc8190ac72d7dd2b646c91 completed May 1, 2026, 9:28 a.m.
NEDg Description generation batch_69f47b7c5af08190ab0bff1232530a0c completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47dd51e648190bddd41766221e22d completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:46 p.m.