Triple

T6739538
Position Surface form Disambiguated ID Type / Status
Subject Maeve Binchy E154039 entity
Predicate notableWork P4 FINISHED
Object Firefly Summer
Firefly Summer is a bestselling novel by Irish author Maeve Binchy that portrays the transformative impact of a wealthy American developer on a small Irish village and its close-knit community.
E616783 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: Firefly Summer | Statement: [Maeve Binchy, notableWork, Firefly Summer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Firefly Summer
Context triple: [Maeve Binchy, notableWork, Firefly Summer]
  • A. Firefly
    Firefly is a cult-favorite science fiction television series created by Joss Whedon that blends space opera with Western themes and follows the ragtag crew of the spaceship Serenity.
  • B. Firefly
    Firefly is a Malaysian regional airline known for operating short-haul flights, often using turboprop aircraft to connect secondary cities and communities.
  • C. Firefly
    Firefly was a streamlined passenger train operated by the St. Louis–San Francisco Railway that provided fast, stylish service in the mid-20th century American Midwest.
  • D. The Firefly
    The Firefly is a 1912 operetta by composer Rudolf Friml, best known for its romantic score and songs like "Giannina Mia."
  • E. Nightflyers
    Nightflyers is a science fiction horror novella by George R. R. Martin that follows a doomed space expedition haunted by a mysterious presence aboard a starship.
  • 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: Firefly Summer
Triple: [Maeve Binchy, notableWork, Firefly Summer]
Generated description
Firefly Summer is a bestselling novel by Irish author Maeve Binchy that portrays the transformative impact of a wealthy American developer on a small Irish village and its close-knit community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Firefly Summer
Target entity description: Firefly Summer is a bestselling novel by Irish author Maeve Binchy that portrays the transformative impact of a wealthy American developer on a small Irish village and its close-knit community.
  • A. Firefly
    Firefly is a cult-favorite science fiction television series created by Joss Whedon that blends space opera with Western themes and follows the ragtag crew of the spaceship Serenity.
  • B. Firefly
    Firefly is a Malaysian regional airline known for operating short-haul flights, often using turboprop aircraft to connect secondary cities and communities.
  • C. Firefly
    Firefly was a streamlined passenger train operated by the St. Louis–San Francisco Railway that provided fast, stylish service in the mid-20th century American Midwest.
  • D. The Firefly
    The Firefly is a 1912 operetta by composer Rudolf Friml, best known for its romantic score and songs like "Giannina Mia."
  • E. Nightflyers
    Nightflyers is a science fiction horror novella by George R. R. Martin that follows a doomed space expedition haunted by a mysterious presence aboard a starship.
  • 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_69c6880d84d8819095d19de2295f26ac completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d187c8788190b9fc1ebc9a66a520 completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b0db3f481909b5281c63cc32dd1 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70b83f24c819091a6a2a7802c830f completed March 27, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69c70f676e408190bc85a2760446d5d1 completed March 27, 2026, 11:14 p.m.
Created at: March 27, 2026, 2:10 p.m.