Triple

T9394281
Position Surface form Disambiguated ID Type / Status
Subject John Patrick Shanley E226103 entity
Predicate familyName P18 FINISHED
Object Shanley
Shanley is a surname most notably associated with American playwright, screenwriter, and director John Patrick Shanley, known for works such as "Doubt" and "Moonstruck."
 E796548 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: Shanley | Statement: [John Patrick Shanley, familyName, Shanley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shanley
Context triple: [John Patrick Shanley, familyName, Shanley]
  • A. Gleeson
    Gleeson is an Irish surname most prominently associated with acclaimed actor Brendan Gleeson and his family of performers.
  • B. O'Hara
    O'Hara is the surname of Scarlett O'Hara, the headstrong Southern heroine of Margaret Mitchell's novel "Gone with the Wind."
  • C. Halloran
    Halloran is the surname of the eccentric, dysfunctional family at the center of Shirley Jackson’s gothic novel "The Sundial."
  • D. Dignam
    Dignam is a sharp-tongued, tough-as-nails police sergeant in the crime thriller film "The Departed," known for his brutal honesty and volatile temper.
  • E. Mullane
    Mullane is a surname of Irish origin, considered a variant of the name Mullen.
  • 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: Shanley
Triple: [John Patrick Shanley, familyName, Shanley]
Generated description
Shanley is a surname most notably associated with American playwright, screenwriter, and director John Patrick Shanley, known for works such as "Doubt" and "Moonstruck."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shanley
Target entity description: Shanley is a surname most notably associated with American playwright, screenwriter, and director John Patrick Shanley, known for works such as "Doubt" and "Moonstruck."
  • A. Gleeson
    Gleeson is an Irish surname most prominently associated with acclaimed actor Brendan Gleeson and his family of performers.
  • B. O'Hara
    O'Hara is the surname of Scarlett O'Hara, the headstrong Southern heroine of Margaret Mitchell's novel "Gone with the Wind."
  • C. Halloran
    Halloran is the surname of the eccentric, dysfunctional family at the center of Shirley Jackson’s gothic novel "The Sundial."
  • D. Dignam
    Dignam is a sharp-tongued, tough-as-nails police sergeant in the crime thriller film "The Departed," known for his brutal honesty and volatile temper.
  • E. Mullane
    Mullane is a surname of Irish origin, considered a variant of the name Mullen.
  • 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_69ca842f7e3481908bf5bcf52e032dbd completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd511150008190be04142e477e8bf1 completed April 1, 2026, 5:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1010ffcd4819088edafbdb43c2c00 completed April 4, 2026, 12:16 p.m.
NEDg Description generation batch_69d102cdd0688190aa024c295c58a04b completed April 4, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_69d1035f47b0819085e5a67978344ba2 completed April 4, 2026, 12:26 p.m.
Created at: March 30, 2026, 7:45 p.m.