Triple

T4860729
Position Surface form Disambiguated ID Type / Status
Subject Hart Massey E108650 entity
Predicate affiliation P10 FINISHED
Object Massey Manufacturing Company
Massey Manufacturing Company was a prominent 19th-century Canadian agricultural machinery manufacturer that later became part of the firm known as Massey-Harris and eventually Massey Ferguson.
E473783 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: Massey Manufacturing Company | Statement: [Hart Massey, affiliation, Massey Manufacturing Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Massey Manufacturing Company
Context triple: [Hart Massey, affiliation, Massey Manufacturing Company]
  • A. 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.
  • B. Humphrey-Weidman Company
    The Humphrey-Weidman Company was a pioneering American modern dance company founded by choreographers Doris Humphrey and Charles Weidman, known for developing innovative movement techniques and shaping early 20th-century modern dance.
  • C. Amoskeag Manufacturing Company
    Amoskeag Manufacturing Company was a major 19th- and early 20th-century textile manufacturer that became one of the largest cotton textile plants in the world and a central driver of Manchester, New Hampshire’s industrial growth.
  • D. Hathaway Manufacturing Company
    Hathaway Manufacturing Company was a New England textile firm that later became part of Warren Buffett’s conglomerate Berkshire Hathaway.
  • E. Holt Manufacturing Company
    Holt Manufacturing Company was an early 20th-century American tractor and heavy machinery pioneer whose merger helped create what is now Caterpillar Inc.
  • 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: Massey Manufacturing Company
Triple: [Hart Massey, affiliation, Massey Manufacturing Company]
Generated description
Massey Manufacturing Company was a prominent 19th-century Canadian agricultural machinery manufacturer that later became part of the firm known as Massey-Harris and eventually Massey Ferguson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Massey Manufacturing Company
Target entity description: Massey Manufacturing Company was a prominent 19th-century Canadian agricultural machinery manufacturer that later became part of the firm known as Massey-Harris and eventually Massey Ferguson.
  • A. 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.
  • B. Humphrey-Weidman Company
    The Humphrey-Weidman Company was a pioneering American modern dance company founded by choreographers Doris Humphrey and Charles Weidman, known for developing innovative movement techniques and shaping early 20th-century modern dance.
  • C. Amoskeag Manufacturing Company
    Amoskeag Manufacturing Company was a major 19th- and early 20th-century textile manufacturer that became one of the largest cotton textile plants in the world and a central driver of Manchester, New Hampshire’s industrial growth.
  • D. Hathaway Manufacturing Company
    Hathaway Manufacturing Company was a New England textile firm that later became part of Warren Buffett’s conglomerate Berkshire Hathaway.
  • E. Holt Manufacturing Company
    Holt Manufacturing Company was an early 20th-century American tractor and heavy machinery pioneer whose merger helped create what is now Caterpillar Inc.
  • 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d5e247c8190b6ae4e9b529f0345 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cf49590819084de6b655f1c8e88 completed March 21, 2026, 8:55 a.m.
NEDg Description generation batch_69be5e7337f481909eb4a41ffe8cd1fe completed March 21, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69be5eaa968081908dafb523f05d597f completed March 21, 2026, 9:02 a.m.
Created at: March 20, 2026, 1:26 p.m.