Triple

T638821
Position Surface form Disambiguated ID Type / Status
Subject Berkshire Hathaway E16684 entity
Predicate predecessor P97 FINISHED
Object Berkshire Fine Spinning Associates
Berkshire Fine Spinning Associates was a prominent New England textile manufacturing company that later became part of the conglomerate now known as Berkshire Hathaway.
 E79848 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: Berkshire Fine Spinning Associates | Statement: [Berkshire Hathaway, predecessor, Berkshire Fine Spinning Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkshire Fine Spinning Associates
Context triple: [Berkshire Hathaway, predecessor, Berkshire Fine Spinning Associates]
  • A. Bache & Co.
    Bache & Co. was a prominent American investment banking and brokerage firm that operated on Wall Street during much of the 20th century.
  • B. Holabird & Roche
    Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
  • C. Carol & Company
    Carol & Company is an American sketch-comedy television series created and headlined by comedian and actress Carol Burnett.
  • D. Inskeep & Bradford
    Inskeep & Bradford was an early 19th-century American publishing firm known for issuing notable works of literature and history.
  • E. Hawthorn Leslie and Company
    Hawthorn Leslie and Company was a British shipbuilding and engineering firm known for constructing naval and merchant vessels during the late 19th and early 20th 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: Berkshire Fine Spinning Associates
Triple: [Berkshire Hathaway, predecessor, Berkshire Fine Spinning Associates]
Generated description
Berkshire Fine Spinning Associates was a prominent New England textile manufacturing company that later became part of the conglomerate now known as Berkshire Hathaway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berkshire Fine Spinning Associates
Target entity description: Berkshire Fine Spinning Associates was a prominent New England textile manufacturing company that later became part of the conglomerate now known as Berkshire Hathaway.
  • A. Bache & Co.
    Bache & Co. was a prominent American investment banking and brokerage firm that operated on Wall Street during much of the 20th century.
  • B. Holabird & Roche
    Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
  • C. Carol & Company
    Carol & Company is an American sketch-comedy television series created and headlined by comedian and actress Carol Burnett.
  • D. Inskeep & Bradford
    Inskeep & Bradford was an early 19th-century American publishing firm known for issuing notable works of literature and history.
  • E. Hawthorn Leslie and Company
    Hawthorn Leslie and Company was a British shipbuilding and engineering firm known for constructing naval and merchant vessels during the late 19th and early 20th 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_69a4936be1c88190af56540324b57da7 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49f00260081909d1a679182e23d10 completed March 1, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a574076b30819090f086b42696bb35 completed March 2, 2026, 11:27 a.m.
NEDg Description generation batch_69a5748d5a4c8190b4f8fcbbae972b88 completed March 2, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_69a574fb37348190b0979dad87e79e53 completed March 2, 2026, 11:31 a.m.
Created at: March 1, 2026, 7:35 p.m.