Triple

T10013607
Position Surface form Disambiguated ID Type / Status
Subject Aston Martin E199432 entity
Predicate hasPredecessor P97 FINISHED
Object Bamford & Martin Ltd.
Bamford & Martin Ltd. was the early 20th-century British car company founded by Lionel Martin and Robert Bamford that evolved into the luxury sports car manufacturer Aston Martin.
 E834847 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: Bamford & Martin Ltd. | Statement: [Aston Martin, hasPredecessor, Bamford & Martin Ltd.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bamford & Martin Ltd.
Context triple: [Aston Martin, hasPredecessor, Bamford & Martin Ltd.]
  • A. Benson & Forsyth
    Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
  • B. Morris, Marshall, Faulkner & Co.
    Morris, Marshall, Faulkner & Co. was a 19th-century decorative arts firm founded by William Morris and his associates, renowned for its handcrafted designs and central role in the Arts and Crafts and Pre-Raphaelite movements.
  • C. William Batson & Co.
    William Batson & Co. was a British shipbuilding firm known for constructing Royal Navy vessels such as HMS Bellerophon.
  • D. Andrew Handyside and Company
    Andrew Handyside and Company was a prominent 19th-century British ironfounding and engineering firm known for constructing bridges, aqueducts, and other major iron structures.
  • E. G. Maunsell & Partners
    G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
  • 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: Bamford & Martin Ltd.
Triple: [Aston Martin, hasPredecessor, Bamford & Martin Ltd.]
Generated description
Bamford & Martin Ltd. was the early 20th-century British car company founded by Lionel Martin and Robert Bamford that evolved into the luxury sports car manufacturer Aston Martin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bamford & Martin Ltd.
Target entity description: Bamford & Martin Ltd. was the early 20th-century British car company founded by Lionel Martin and Robert Bamford that evolved into the luxury sports car manufacturer Aston Martin.
  • A. Benson & Forsyth
    Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
  • B. Morris, Marshall, Faulkner & Co.
    Morris, Marshall, Faulkner & Co. was a 19th-century decorative arts firm founded by William Morris and his associates, renowned for its handcrafted designs and central role in the Arts and Crafts and Pre-Raphaelite movements.
  • C. William Batson & Co.
    William Batson & Co. was a British shipbuilding firm known for constructing Royal Navy vessels such as HMS Bellerophon.
  • D. Andrew Handyside and Company
    Andrew Handyside and Company was a prominent 19th-century British ironfounding and engineering firm known for constructing bridges, aqueducts, and other major iron structures.
  • E. G. Maunsell & Partners
    G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
  • 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_69ca8315a1a08190ab310f25620f362b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd3e35508190920468be167cb708 completed April 2, 2026, 1:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a858c848190887a035a9ac04c5e completed April 5, 2026, 1:58 p.m.
NEDg Description generation batch_69d26b6dfac081908e85d2b1585217b4 completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26c47d25081908818f18f6b0881b2 completed April 5, 2026, 2:06 p.m.
Created at: March 30, 2026, 8:52 p.m.