Triple

T8542828
Position Surface form Disambiguated ID Type / Status
Subject Budd Company E202237 entity
Predicate hasFormerName P65 FINISHED
Object Edward G. Budd Manufacturing Company
Edward G. Budd Manufacturing Company was an American industrial firm best known for pioneering all-steel automobile bodies and stainless-steel railway cars in the early 20th century.
 E741220 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: Edward G. Budd Manufacturing Company | Statement: [Budd Company, hasFormerName, Edward G. Budd Manufacturing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edward G. Budd Manufacturing Company
Context triple: [Budd Company, hasFormerName, Edward G. Budd Manufacturing Company]
  • A. Marinette Marine Corporation
    Marinette Marine Corporation is an American shipbuilding company known for constructing military, government, and commercial vessels, including research ships for agencies like NOAA.
  • B. Fairfield Shipbuilding and Engineering Company
    Fairfield Shipbuilding and Engineering Company was a prominent Scottish shipbuilding and engineering firm based on the River Clyde, renowned for constructing major Royal Navy warships and commercial vessels during the late 19th and 20th centuries.
  • C. William Cramp & Sons
    William Cramp & Sons was a prominent American shipbuilding company based in Philadelphia, known for constructing major naval and commercial vessels in the late 19th and early 20th centuries.
  • D. New England Shipbuilding Corporation
    New England Shipbuilding Corporation was a World War II-era American shipyard in South Portland, Maine, known for mass-producing Liberty ships for the U.S. war effort.
  • E. F. H. Royce & Company
    F. H. Royce & Company was an early engineering firm founded by Henry Royce that specialized in electrical and mechanical equipment before evolving into the company behind Rolls-Royce automobiles.
  • 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: Edward G. Budd Manufacturing Company
Triple: [Budd Company, hasFormerName, Edward G. Budd Manufacturing Company]
Generated description
Edward G. Budd Manufacturing Company was an American industrial firm best known for pioneering all-steel automobile bodies and stainless-steel railway cars in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Edward G. Budd Manufacturing Company
Target entity description: Edward G. Budd Manufacturing Company was an American industrial firm best known for pioneering all-steel automobile bodies and stainless-steel railway cars in the early 20th century.
  • A. Marinette Marine Corporation
    Marinette Marine Corporation is an American shipbuilding company known for constructing military, government, and commercial vessels, including research ships for agencies like NOAA.
  • B. Fairfield Shipbuilding and Engineering Company
    Fairfield Shipbuilding and Engineering Company was a prominent Scottish shipbuilding and engineering firm based on the River Clyde, renowned for constructing major Royal Navy warships and commercial vessels during the late 19th and 20th centuries.
  • C. William Cramp & Sons
    William Cramp & Sons was a prominent American shipbuilding company based in Philadelphia, known for constructing major naval and commercial vessels in the late 19th and early 20th centuries.
  • D. New England Shipbuilding Corporation
    New England Shipbuilding Corporation was a World War II-era American shipyard in South Portland, Maine, known for mass-producing Liberty ships for the U.S. war effort.
  • E. F. H. Royce & Company
    F. H. Royce & Company was an early engineering firm founded by Henry Royce that specialized in electrical and mechanical equipment before evolving into the company behind Rolls-Royce automobiles.
  • 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_69ca832461e88190a654c5e44e233aa8 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6e26be48190b10bc62fad178dad completed March 31, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6da3d65c819087ed6b46dfc35885 completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6ec3b080819082d64646d453541d completed April 2, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fe928d48190824e7a94fea5cfc0 completed April 2, 2026, 1:32 p.m.
Created at: March 30, 2026, 6:18 p.m.