Triple

T193612
Position Surface form Disambiguated ID Type / Status
Subject Federal Theatre Project E3771 entity
Predicate director P255 FINISHED
Object Hallie Flanagan
Hallie Flanagan was an influential American theater director, producer, and educator best known for leading innovative, socially engaged stage productions during the New Deal era.
E102026 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: Hallie Flanagan | Statement: [Federal Theatre Project, director, Hallie Flanagan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hallie Flanagan
Context triple: [Federal Theatre Project, director, Hallie Flanagan]
  • A. Ann Fleming
    Ann Fleming was a British socialite and literary hostess best known as the wife of James Bond creator Ian Fleming and for her influential role in mid-20th-century London cultural circles.
  • B. Elizabeth Flanagan
    Elizabeth Flanagan was the wife of C. Everett Koop, the prominent U.S. Surgeon General known for his influential public health advocacy.
  • C. Laurey Williams
    Laurey Williams is the spirited young farm girl who serves as the romantic heroine in the classic Rodgers and Hammerstein musical "Oklahoma!".
  • D. Dorothy Patrick
    Dorothy Patrick was a Canadian-born American film actress active in the 1940s and 1950s, known for her supporting roles in Hollywood studio productions.
  • E. Annie Kilburn
    Annie Kilburn is a realist novel by William Dean Howells that explores social reform, class, and moral responsibility in a small New England town.
  • 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: Hallie Flanagan
Triple: [Federal Theatre Project, director, Hallie Flanagan]
Generated description
Hallie Flanagan was an influential American theater director, producer, and educator best known for leading innovative, socially engaged stage productions during the New Deal era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hallie Flanagan
Target entity description: Hallie Flanagan was an influential American theater director, producer, and educator best known for leading innovative, socially engaged stage productions during the New Deal era.
  • A. Ann Fleming
    Ann Fleming was a British socialite and literary hostess best known as the wife of James Bond creator Ian Fleming and for her influential role in mid-20th-century London cultural circles.
  • B. Elizabeth Flanagan
    Elizabeth Flanagan was the wife of C. Everett Koop, the prominent U.S. Surgeon General known for his influential public health advocacy.
  • C. Laurey Williams
    Laurey Williams is the spirited young farm girl who serves as the romantic heroine in the classic Rodgers and Hammerstein musical "Oklahoma!".
  • D. Dorothy Patrick
    Dorothy Patrick was a Canadian-born American film actress active in the 1940s and 1950s, known for her supporting roles in Hollywood studio productions.
  • E. Annie Kilburn
    Annie Kilburn is a realist novel by William Dean Howells that explores social reform, class, and moral responsibility in a small New England town.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2596810c48190ab687c0c2efaa9e2 completed Feb. 28, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a7a39f98a88190907752f3df1e126c completed March 4, 2026, 3:14 a.m.
NEDg Description generation batch_69a7a62fde3c8190a9d7fd599d87e751 completed March 4, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69a7a696bd148190a73865dea296b8f1 completed March 4, 2026, 3:27 a.m.
Created at: Feb. 28, 2026, 2:41 a.m.