Triple
T5008277
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Douglas Stuart |
E112549
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Shuggie Bain
Shuggie Bain is a Booker Prize–winning debut novel by Douglas Stuart that portrays a young boy’s coming-of-age amid poverty, addiction, and family struggle in 1980s Glasgow.
|
E487113
|
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: Shuggie Bain | Statement: [Douglas Stuart, notableWork, Shuggie Bain]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shuggie Bain Context triple: [Douglas Stuart, notableWork, Shuggie Bain]
-
A.
Angela’s Ashes
Angela’s Ashes is Frank McCourt’s Pulitzer Prize–winning memoir recounting his impoverished Irish Catholic childhood in Limerick during the 1930s and 1940s.
-
B.
Stingo
Stingo is the young Southern writer and narrator in William Styron’s novel "Sophie’s Choice," through whose perspective the tragic story unfolds.
-
C.
Beautiful Boy
Beautiful Boy is a 2018 biographical drama film about a family's struggle with a son's methamphetamine addiction, starring Steve Carell and Timothée Chalamet.
-
D.
The Cement Garden
The Cement Garden is a 1993 British-German drama film, directed by Andrew Birkin and based on Ian McEwan’s novel, in which Charlotte Gainsbourg stars in a dark story about siblings coping with isolation after their parents’ deaths.
-
E.
The Cryan' Shames
The Cryan' Shames were a 1960s American rock band from Illinois known for their melodic, harmony-rich pop and regional hits like "Sugar and Spice."
- 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: Shuggie Bain Triple: [Douglas Stuart, notableWork, Shuggie Bain]
Generated description
Shuggie Bain is a Booker Prize–winning debut novel by Douglas Stuart that portrays a young boy’s coming-of-age amid poverty, addiction, and family struggle in 1980s Glasgow.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shuggie Bain Target entity description: Shuggie Bain is a Booker Prize–winning debut novel by Douglas Stuart that portrays a young boy’s coming-of-age amid poverty, addiction, and family struggle in 1980s Glasgow.
-
A.
Angela’s Ashes
Angela’s Ashes is Frank McCourt’s Pulitzer Prize–winning memoir recounting his impoverished Irish Catholic childhood in Limerick during the 1930s and 1940s.
-
B.
Stingo
Stingo is the young Southern writer and narrator in William Styron’s novel "Sophie’s Choice," through whose perspective the tragic story unfolds.
-
C.
Beautiful Boy
Beautiful Boy is a 2018 biographical drama film about a family's struggle with a son's methamphetamine addiction, starring Steve Carell and Timothée Chalamet.
-
D.
The Cement Garden
The Cement Garden is a 1993 British-German drama film, directed by Andrew Birkin and based on Ian McEwan’s novel, in which Charlotte Gainsbourg stars in a dark story about siblings coping with isolation after their parents’ deaths.
-
E.
The Cryan' Shames
The Cryan' Shames were a 1960s American rock band from Illinois known for their melodic, harmony-rich pop and regional hits like "Sugar and Spice."
- 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_69bd4433d0b08190877e83959ef40d81 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd72eb05f881908d7dc3d7cd07b2ae |
completed | March 20, 2026, 4:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9266314881909dfb710c5b5c8f65 |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be93cfbe2881908cf97dd9ec5d28b5 |
completed | March 21, 2026, 12:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9448b5148190903775d394a095f0 |
completed | March 21, 2026, 12:51 p.m. |
Created at: March 20, 2026, 1:35 p.m.