Triple

T19332188
Position Surface form Disambiguated ID Type / Status
Subject Mack Trucks E483523 entity
Predicate originalName P65 FINISHED
Object Mack Brothers Company
Mack Brothers Company was the early 20th-century truck manufacturing firm that evolved into the well-known American heavy-duty vehicle maker Mack Trucks.
 E1370280 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: Mack Brothers Company | Statement: [Mack Trucks, originalName, Mack Brothers Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mack Brothers Company
Context triple: [Mack Trucks, originalName, Mack Brothers Company]
  • A. H. K. McCann Company
    H. K. McCann Company was the original advertising agency founded by Harrison King McCann that later evolved into the global marketing firm McCann Erickson.
  • B. Laird Brothers
    Laird Brothers was a prominent 19th-century British shipbuilding firm that evolved into the major shipyard and engineering company later known as Cammell Laird.
  • C. 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.
  • D. J. B. Ford and Company
    J. B. Ford and Company was a 19th-century American publishing house known for issuing popular literary and religious works.
  • E. 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.
  • 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: Mack Brothers Company
Triple: [Mack Trucks, originalName, Mack Brothers Company]
Generated description
Mack Brothers Company was the early 20th-century truck manufacturing firm that evolved into the well-known American heavy-duty vehicle maker Mack Trucks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mack Brothers Company
Target entity description: Mack Brothers Company was the early 20th-century truck manufacturing firm that evolved into the well-known American heavy-duty vehicle maker Mack Trucks.
  • A. H. K. McCann Company
    H. K. McCann Company was the original advertising agency founded by Harrison King McCann that later evolved into the global marketing firm McCann Erickson.
  • B. Laird Brothers
    Laird Brothers was a prominent 19th-century British shipbuilding firm that evolved into the major shipyard and engineering company later known as Cammell Laird.
  • C. 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.
  • D. J. B. Ford and Company
    J. B. Ford and Company was a 19th-century American publishing house known for issuing popular literary and religious works.
  • E. 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.
  • 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_69d8e8d13e3c81909d91d1d5ec37c095 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e616422fa08190bf4bde4312ec7cf3 completed April 20, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a071be08a008190be70c531241ecbf2 completed May 15, 2026, 1:13 p.m.
NEDg Description generation batch_6a071cdb6ecc81908a00c82b8f80613f completed May 15, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a071d4dd0048190ad7561f76915a72f completed May 15, 2026, 1:19 p.m.
Created at: April 10, 2026, 1:33 p.m.