Triple

T20205788
Position Surface form Disambiguated ID Type / Status
Subject Baldwin-Lima-Hamilton Corporation E493345 entity
Predicate hasPredecessor P97 FINISHED
Object Hamilton Manufacturing Company
Hamilton Manufacturing Company was an early American industrial firm that later became part of the conglomerate lineage leading to Baldwin-Lima-Hamilton Corporation.
 E1418279 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: Hamilton Manufacturing Company | Statement: [Baldwin-Lima-Hamilton Corporation, hasPredecessor, Hamilton Manufacturing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamilton Manufacturing Company
Context triple: [Baldwin-Lima-Hamilton Corporation, hasPredecessor, Hamilton Manufacturing Company]
  • A. Hamilton Manufacturing Company
    Hamilton Manufacturing Company was an early 19th-century New England textile firm created by the Boston Associates as part of their pioneering industrial ventures in the American cotton industry.
  • B. Walker Manufacturing Company
    Walker Manufacturing Company was the business enterprise founded by Madam C. J. Walker that produced and sold her pioneering hair care products for African American women.
  • C. Boston Manufacturing Company
    The Boston Manufacturing Company was an early 19th-century American textile firm that pioneered the integrated factory system and helped launch the Industrial Revolution in the United States.
  • D. Manchester Manufacturing Company
    Manchester Manufacturing Company was a textile enterprise established in Georgia by industrialist Fuller E. Callaway as part of his early 20th-century ventures in the Southern cotton mill industry.
  • E. Dickson Manufacturing Company
    Dickson Manufacturing Company was a historic American builder of steam locomotives and industrial machinery that later became part of the American Locomotive Company through merger.
  • 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: Hamilton Manufacturing Company
Triple: [Baldwin-Lima-Hamilton Corporation, hasPredecessor, Hamilton Manufacturing Company]
Generated description
Hamilton Manufacturing Company was an early American industrial firm that later became part of the conglomerate lineage leading to Baldwin-Lima-Hamilton Corporation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamilton Manufacturing Company
Target entity description: Hamilton Manufacturing Company was an early American industrial firm that later became part of the conglomerate lineage leading to Baldwin-Lima-Hamilton Corporation.
  • A. Hamilton Manufacturing Company
    Hamilton Manufacturing Company was an early 19th-century New England textile firm created by the Boston Associates as part of their pioneering industrial ventures in the American cotton industry.
  • B. Walker Manufacturing Company
    Walker Manufacturing Company was the business enterprise founded by Madam C. J. Walker that produced and sold her pioneering hair care products for African American women.
  • C. Boston Manufacturing Company
    The Boston Manufacturing Company was an early 19th-century American textile firm that pioneered the integrated factory system and helped launch the Industrial Revolution in the United States.
  • D. Manchester Manufacturing Company
    Manchester Manufacturing Company was a textile enterprise established in Georgia by industrialist Fuller E. Callaway as part of his early 20th-century ventures in the Southern cotton mill industry.
  • E. Dickson Manufacturing Company
    Dickson Manufacturing Company was a historic American builder of steam locomotives and industrial machinery that later became part of the American Locomotive Company through merger.
  • 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_69da6269614c8190bb40475d9d477358 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66d922ebc8190ae012da8ceba74dd completed April 20, 2026, 6:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0843ecd72c8190a605ccb8af032795 completed May 16, 2026, 10:16 a.m.
NEDg Description generation batch_6a0845193350819088523da3087fe421 completed May 16, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_6a0845e241048190ba7fb657d4dca3d7 completed May 16, 2026, 10:24 a.m.
Created at: April 11, 2026, 11:38 p.m.