Triple

T4510002
Position Surface form Disambiguated ID Type / Status
Subject Hallie Flanagan E102026 entity
Predicate spouse P13 FINISHED
Object Murray Flanagan
Murray Flanagan was the husband of Hallie Flanagan, the influential American theater director and head of the Federal Theatre Project.
 E470970 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: Murray Flanagan | Statement: [Hallie Flanagan, spouse, Murray Flanagan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Murray Flanagan
Context triple: [Hallie Flanagan, spouse, Murray Flanagan]
  • A. Mark Flanagan
    Mark Flanagan is a name shared by several notable individuals, including figures in politics, media, and the arts.
  • B. Brian McDermott
    Brian McDermott is a former professional rugby league player and highly successful English rugby league coach, best known for his trophy-laden tenure with the Leeds Rhinos.
  • C. Andrew Duggan
    Andrew Duggan was an American character actor known for his prolific work in film and television from the 1950s through the 1980s.
  • D. Paul Hennessy
    Paul Hennessy is the overprotective yet well-meaning father and newspaper columnist at the center of the sitcom "8 Simple Rules."
  • E. Roger O'Connor
    Roger O'Connor was an Irish nationalist and writer known for his radical political views in the late 18th and early 19th centuries.
  • 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: Murray Flanagan
Triple: [Hallie Flanagan, spouse, Murray Flanagan]
Generated description
Murray Flanagan was the husband of Hallie Flanagan, the influential American theater director and head of the Federal Theatre Project.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Murray Flanagan
Target entity description: Murray Flanagan was the husband of Hallie Flanagan, the influential American theater director and head of the Federal Theatre Project.
  • A. Mark Flanagan
    Mark Flanagan is a name shared by several notable individuals, including figures in politics, media, and the arts.
  • B. Brian McDermott
    Brian McDermott is a former professional rugby league player and highly successful English rugby league coach, best known for his trophy-laden tenure with the Leeds Rhinos.
  • C. Andrew Duggan
    Andrew Duggan was an American character actor known for his prolific work in film and television from the 1950s through the 1980s.
  • D. Paul Hennessy
    Paul Hennessy is the overprotective yet well-meaning father and newspaper columnist at the center of the sitcom "8 Simple Rules."
  • E. Roger O'Connor
    Roger O'Connor was an Irish nationalist and writer known for his radical political views in the late 18th and early 19th centuries.
  • 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_69bd43d6251c81909deecce3e6e9d69c completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd571138b88190b68bbfc4300aaf9d completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4d66d4948190a095a92d0e3778ca completed March 21, 2026, 7:48 a.m.
NEDg Description generation batch_69be4df820408190822de7b30a15cb9e completed March 21, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69be4e95399c81908d152c7f1485c1e8 completed March 21, 2026, 7:53 a.m.
Created at: March 20, 2026, 1:01 p.m.