Triple

T15400394
Position Surface form Disambiguated ID Type / Status
Subject Janet Evanovich E368297 entity
Predicate notableWork P4 FINISHED
Object Full Bloom
Full Bloom is a romantic suspense novel co-written by Janet Evanovich and Charlotte Hughes, featuring quirky characters, humor, and mystery in a small Southern town setting.
 E1155006 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: Full Bloom | Statement: [Janet Evanovich, notableWork, Full Bloom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Full Bloom
Context triple: [Janet Evanovich, notableWork, Full Bloom]
  • A. Blooming
    Blooming is a professional football club from Bolivia that competes in the country's top-tier league.
  • B. Blossom Time
    Blossom Time is a popular operetta adapted from the music of Franz Schubert, known for its romantic story and melodic score.
  • C. The Bloom
    "The Bloom" is the popular nickname for the Shenandoah Apple Blossom Festival, a long-running spring celebration in Winchester, Virginia featuring parades, concerts, and community events.
  • D. A Bed of Flowers
    A Bed of Flowers is a satirical novel by British writer Auberon Waugh, reflecting his characteristic wit and darkly comic view of English society.
  • E. Late Bloomers
    "Late Bloomers" is a Malcolm Gladwell essay exploring how some creative individuals achieve their breakthroughs later in life, contrasting them with early prodigies and examining the conditions that enable delayed success.
  • 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: Full Bloom
Triple: [Janet Evanovich, notableWork, Full Bloom]
Generated description
Full Bloom is a romantic suspense novel co-written by Janet Evanovich and Charlotte Hughes, featuring quirky characters, humor, and mystery in a small Southern town setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Full Bloom
Target entity description: Full Bloom is a romantic suspense novel co-written by Janet Evanovich and Charlotte Hughes, featuring quirky characters, humor, and mystery in a small Southern town setting.
  • A. Blooming
    Blooming is a professional football club from Bolivia that competes in the country's top-tier league.
  • B. Blossom Time
    Blossom Time is a popular operetta adapted from the music of Franz Schubert, known for its romantic story and melodic score.
  • C. The Bloom
    "The Bloom" is the popular nickname for the Shenandoah Apple Blossom Festival, a long-running spring celebration in Winchester, Virginia featuring parades, concerts, and community events.
  • D. A Bed of Flowers
    A Bed of Flowers is a satirical novel by British writer Auberon Waugh, reflecting his characteristic wit and darkly comic view of English society.
  • E. Late Bloomers
    "Late Bloomers" is a Malcolm Gladwell essay exploring how some creative individuals achieve their breakthroughs later in life, contrasting them with early prodigies and examining the conditions that enable delayed success.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8d89e08190b7cae778d89fb5e1 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff13567e3481908eb6293c6af35f3a completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff144af00481909191a2d33874c195 completed May 9, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69ff15ae7c9c81909fd0894e48e5b5b1 completed May 9, 2026, 11:08 a.m.
Created at: April 10, 2026, 3:19 a.m.