Triple

T9825789
Position Surface form Disambiguated ID Type / Status
Subject Barrow Gang E238649 entity
Predicate member P10 FINISHED
Object Blanche Barrow
Blanche Barrow was an American outlaw best known as a close associate and sister-in-law of Clyde Barrow, who traveled with the infamous Barrow Gang during their 1930s crime spree.
E823733 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: Blanche Barrow | Statement: [Barrow Gang, member, Blanche Barrow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blanche Barrow
Context triple: [Barrow Gang, member, Blanche Barrow]
  • A. Blanche Baker
    Blanche Baker is an American actress known for her roles in film, television, and theater, including a supporting part in the 1990 adaptation of The Handmaid's Tale.
  • B. Evelyn Carnahan
    Evelyn Carnahan is a brilliant and adventurous English Egyptologist and librarian who serves as a central heroine in the 1999 film "The Mummy" and its sequels.
  • C. Blanche Willis Howard
    Blanche Willis Howard was a 19th-century American novelist best known for her popular domestic and social novels, including "One Summer."
  • D. Lucille Grosvenor
    Lucille Grosvenor is a notable member of the prominent Fairbanks family, recognized for her connection to this influential lineage.
  • E. Barbara Higbie
    Barbara Higbie is an American pianist, violinist, singer-songwriter, and composer known for her genre-blending contemporary instrumental and folk-influenced music.
  • 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: Blanche Barrow
Triple: [Barrow Gang, member, Blanche Barrow]
Generated description
Blanche Barrow was an American outlaw best known as a close associate and sister-in-law of Clyde Barrow, who traveled with the infamous Barrow Gang during their 1930s crime spree.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blanche Barrow
Target entity description: Blanche Barrow was an American outlaw best known as a close associate and sister-in-law of Clyde Barrow, who traveled with the infamous Barrow Gang during their 1930s crime spree.
  • A. Blanche Baker
    Blanche Baker is an American actress known for her roles in film, television, and theater, including a supporting part in the 1990 adaptation of The Handmaid's Tale.
  • B. Evelyn Carnahan
    Evelyn Carnahan is a brilliant and adventurous English Egyptologist and librarian who serves as a central heroine in the 1999 film "The Mummy" and its sequels.
  • C. Blanche Willis Howard
    Blanche Willis Howard was a 19th-century American novelist best known for her popular domestic and social novels, including "One Summer."
  • D. Lucille Grosvenor
    Lucille Grosvenor is a notable member of the prominent Fairbanks family, recognized for her connection to this influential lineage.
  • E. Barbara Higbie
    Barbara Higbie is an American pianist, violinist, singer-songwriter, and composer known for her genre-blending contemporary instrumental and folk-influenced music.
  • 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_69ca84e0dd1881909800765d1e21f735 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb32370e8819087c85fb8328587be completed April 2, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc84b0a481909000a0f04e3676d0 completed April 5, 2026, 2:44 a.m.
NEDg Description generation batch_69d1ccf59c68819082b4aa37e06d2aaf completed April 5, 2026, 2:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1d0d945d48190b56b7fd2ce568a13 completed April 5, 2026, 3:02 a.m.
Created at: March 30, 2026, 8:31 p.m.