Triple

T3875331
Position Surface form Disambiguated ID Type / Status
Subject Sam Spade E92486 entity
Predicate associatedWith P37 FINISHED
Object Brigid O’Shaughnessy
Brigid O’Shaughnessy is a central, duplicitous femme fatale character in Dashiell Hammett’s novel "The Maltese Falcon."
 E394657 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: Brigid O’Shaughnessy | Statement: [Sam Spade, associatedWith, Brigid O’Shaughnessy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brigid O’Shaughnessy
Context triple: [Sam Spade, associatedWith, Brigid O’Shaughnessy]
  • A. Katherine O’Flaherty
    Katherine O’Flaherty, better known by her pen name Kate Chopin, was an American author recognized for her pioneering feminist short stories and the novel "The Awakening."
  • B. Colleen O'Neill
    Colleen O'Neill is an American nurse and widow of reclusive author J. D. Salinger, known primarily for her marriage to the famed writer.
  • C. Deirdre Blake
    Deirdre Blake is a fictional character appearing in the play "The Humans" by Stephen Karam.
  • D. Brigid Blake
    Brigid Blake is a central character in Stephen Karam’s play *The Humans*, a young woman navigating family tensions, financial strain, and personal uncertainty during a fraught Thanksgiving gathering.
  • E. Elizabeth McLaughlin
    Elizabeth McLaughlin is an American actress known for her roles in television series such as the psychological drama "Hand of God."
  • 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: Brigid O’Shaughnessy
Triple: [Sam Spade, associatedWith, Brigid O’Shaughnessy]
Generated description
Brigid O’Shaughnessy is a central, duplicitous femme fatale character in Dashiell Hammett’s novel "The Maltese Falcon."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brigid O’Shaughnessy
Target entity description: Brigid O’Shaughnessy is a central, duplicitous femme fatale character in Dashiell Hammett’s novel "The Maltese Falcon."
  • A. Katherine O’Flaherty
    Katherine O’Flaherty, better known by her pen name Kate Chopin, was an American author recognized for her pioneering feminist short stories and the novel "The Awakening."
  • B. Colleen O'Neill
    Colleen O'Neill is an American nurse and widow of reclusive author J. D. Salinger, known primarily for her marriage to the famed writer.
  • C. Deirdre Blake
    Deirdre Blake is a fictional character appearing in the play "The Humans" by Stephen Karam.
  • D. Brigid Blake
    Brigid Blake is a central character in Stephen Karam’s play *The Humans*, a young woman navigating family tensions, financial strain, and personal uncertainty during a fraught Thanksgiving gathering.
  • E. Elizabeth McLaughlin
    Elizabeth McLaughlin is an American actress known for her roles in television series such as the psychological drama "Hand of God."
  • 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_69aed967448c819086c4b358d37b25aa completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec706434819095e0d2b376adb548 completed March 9, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5124f095881909143b624128ff569 completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b512f4041081908eb32ae059681afa completed March 14, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69b5137200a08190bd2a78398e03803e completed March 14, 2026, 7:51 a.m.
Created at: March 9, 2026, 3:20 p.m.