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.