Triple

T19470671
Position Surface form Disambiguated ID Type / Status
Subject Shuggie Bain E487113 entity
Predicate mainCharacter P1183 FINISHED
Object Agnes Bain
Agnes Bain is a struggling, alcoholic Glaswegian mother whose turbulent life and decline profoundly shape the emotional core of Douglas Stuart’s novel "Shuggie Bain."
 E1378903 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: Agnes Bain | Statement: [Shuggie Bain, mainCharacter, Agnes Bain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Agnes Bain
Context triple: [Shuggie Bain, mainCharacter, Agnes Bain]
  • A. Agnes Boulton
    Agnes Boulton was an American writer best known as the second wife of playwright Eugene O’Neill and the mother of their daughter Oona O’Neill.
  • B. Agnes Logan
    Agnes Logan is a fictional character from the British television drama series "Red, White and Blue."
  • C. Agnes Syme
    Agnes Syme was the wife of pioneering British surgeon and antiseptic surgery innovator Joseph Lister.
  • D. Agnes Christine Johnston
    Agnes Christine Johnston was an American screenwriter active during the early to mid-20th century, known for her work on numerous Hollywood films.
  • E. Agnes Ramsay
    Agnes Ramsay was a notable member of the Ramsay family, recognized for bearing the Ramsay surname in historical records.
  • 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: Agnes Bain
Triple: [Shuggie Bain, mainCharacter, Agnes Bain]
Generated description
Agnes Bain is a struggling, alcoholic Glaswegian mother whose turbulent life and decline profoundly shape the emotional core of Douglas Stuart’s novel "Shuggie Bain."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Agnes Bain
Target entity description: Agnes Bain is a struggling, alcoholic Glaswegian mother whose turbulent life and decline profoundly shape the emotional core of Douglas Stuart’s novel "Shuggie Bain."
  • A. Agnes Boulton
    Agnes Boulton was an American writer best known as the second wife of playwright Eugene O’Neill and the mother of their daughter Oona O’Neill.
  • B. Agnes Logan
    Agnes Logan is a fictional character from the British television drama series "Red, White and Blue."
  • C. Agnes Syme
    Agnes Syme was the wife of pioneering British surgeon and antiseptic surgery innovator Joseph Lister.
  • D. Agnes Christine Johnston
    Agnes Christine Johnston was an American screenwriter active during the early to mid-20th century, known for her work on numerous Hollywood films.
  • E. Agnes Ramsay
    Agnes Ramsay was a notable member of the Ramsay family, recognized for bearing the Ramsay surname in historical records.
  • 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_69d8e8d86d608190bd199a98d0297f27 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633e809008190b0021d41b99f9700 completed April 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07404dfcb881909ed1a7ac20b6461e completed May 15, 2026, 3:48 p.m.
NEDg Description generation batch_6a0740ff37fc81908e68db633223fb9c completed May 15, 2026, 3:51 p.m.
NED2 Entity disambiguation (via description) batch_6a07424880e08190a582da18e3a6af19 completed May 15, 2026, 3:56 p.m.
Created at: April 10, 2026, 1:39 p.m.