Triple

T8396553
Position Surface form Disambiguated ID Type / Status
Subject Brown Brothers Harriman & Co. E198066 entity
Predicate founder P104 FINISHED
Object James Brown
James Brown was an American financier and prominent 19th-century banker who played a key role in the development of international banking and merchant finance.
E730508 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: James Brown | Statement: [Brown Brothers Harriman & Co., founder, James Brown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Brown
Context triple: [Brown Brothers Harriman & Co., founder, James Brown]
  • A. James Brown
    James Brown is a British architect best known as a partner at the London-based practice Brown and Storey Architects.
  • B. James Brown
    James Brown is an American sportscaster best known as a longtime studio host for NFL coverage on major television networks.
  • C. James Brown
    James Brown is a songwriter credited as one of the writers of the hip-hop track "No Church in the Wild" by Jay-Z and Kanye West.
  • D. James Brown
    James Brown was an American actor known for his roles in mid-20th-century films and television, including war and Western genres.
  • E. James Brown
    James Brown was an American publisher and co-founder of the prominent publishing house Little, Brown and Company in the 19th century.
  • 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: James Brown
Triple: [Brown Brothers Harriman & Co., founder, James Brown]
Generated description
James Brown was an American financier and prominent 19th-century banker who played a key role in the development of international banking and merchant finance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Brown
Target entity description: James Brown was an American financier and prominent 19th-century banker who played a key role in the development of international banking and merchant finance.
  • A. James Brown
    James Brown was an American publisher and co-founder of the prominent publishing house Little, Brown and Company in the 19th century.
  • B. James Brown
    James Brown is a British architect best known as a partner at the London-based practice Brown and Storey Architects.
  • C. James Brown
    James Brown was an American actor known for his roles in mid-20th-century films and television, including war and Western genres.
  • D. James Brown
    James Brown was an influential American singer, songwriter, bandleader, and dynamic performer widely known as the "Godfather of Soul" and a pioneer of funk music.
  • E. James Brown
    James Brown is an American sportscaster best known as a longtime studio host for NFL coverage on major television networks.
  • 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_69ca82f816bc8190ab321c07d72208c1 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb818893348190a6ea2ff6a2e3e491 completed March 31, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde867d21c8190b066a6c88273ec5a completed April 2, 2026, 3:54 a.m.
NEDg Description generation batch_69cdebfd60188190a1681344e2bf1e9e completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2fa42c8190bfbfc79caf38bf8e completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:04 p.m.