Triple

T21137961
Position Surface form Disambiguated ID Type / Status
Subject Aaron Marc Stein E520861 entity
Predicate pseudonym P39 FINISHED
Object George Bagby
George Bagby was the crime and mystery fiction pseudonym of American author Aaron Marc Stein, under which he wrote a popular series of detective novels.
E1487108 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: George Bagby | Statement: [Aaron Marc Stein, pseudonym, George Bagby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Bagby
Context triple: [Aaron Marc Stein, pseudonym, George Bagby]
  • A. William Drinkard
    William Drinkard is a gospel singer best known as a member of the influential family group The Drinkard Singers, which helped shape mid-20th-century American gospel music.
  • B. John Gilleland
    John Gilleland was a 19th-century American inventor best known for creating the experimental Civil War-era Double-Barreled Cannon in Athens, Georgia.
  • C. Thomas Bullock
    Thomas Bullock was a 19th-century Latter-day Saint clerk and historian known for meticulously recording key sermons and events in early Mormon history.
  • D. George Davenport
    George Davenport was a 19th-century American fur trader and early settler whose influence on the region led to the city of Davenport, Iowa being named in his honor.
  • E. Thomas Ferebee
    Thomas Ferebee was the U.S. Army Air Forces bombardier who dropped the atomic bomb on Hiroshima from the B-29 Enola Gay during World War II.
  • 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: George Bagby
Triple: [Aaron Marc Stein, pseudonym, George Bagby]
Generated description
George Bagby was the crime and mystery fiction pseudonym of American author Aaron Marc Stein, under which he wrote a popular series of detective novels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Bagby
Target entity description: George Bagby was the crime and mystery fiction pseudonym of American author Aaron Marc Stein, under which he wrote a popular series of detective novels.
  • A. William Drinkard
    William Drinkard is a gospel singer best known as a member of the influential family group The Drinkard Singers, which helped shape mid-20th-century American gospel music.
  • B. John Gilleland
    John Gilleland was a 19th-century American inventor best known for creating the experimental Civil War-era Double-Barreled Cannon in Athens, Georgia.
  • C. Thomas Bullock
    Thomas Bullock was a 19th-century Latter-day Saint clerk and historian known for meticulously recording key sermons and events in early Mormon history.
  • D. George Davenport
    George Davenport was a 19th-century American fur trader and early settler whose influence on the region led to the city of Davenport, Iowa being named in his honor.
  • E. Thomas Ferebee
    Thomas Ferebee was the U.S. Army Air Forces bombardier who dropped the atomic bomb on Hiroshima from the B-29 Enola Gay during World War II.
  • 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_69e0b50b53048190ae34e8abbe3c5ada completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7235d1c788190a28577a753532b2a completed April 21, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e11ea52c819080d2b46b746fed16 completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e1a896b88190bfed465584ef11d7 completed May 17, 2026, 3:41 p.m.
NED2 Entity disambiguation (via description) batch_6a09e20142748190b73404b8211b9788 completed May 17, 2026, 3:42 p.m.
Created at: April 16, 2026, 2:57 p.m.