Triple

T9006286
Position Surface form Disambiguated ID Type / Status
Subject M113 armoured personnel carrier E215150 entity
Predicate manufacturer P490 FINISHED
Object Food Machinery Corporation
Food Machinery Corporation was an American industrial company best known for designing and producing military vehicles and equipment, including the widely used M113 armored personnel carrier.
E770729 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: Food Machinery Corporation | Statement: [M113 armoured personnel carrier, manufacturer, Food Machinery Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Food Machinery Corporation
Context triple: [M113 armoured personnel carrier, manufacturer, Food Machinery Corporation]
  • A. Steward Machine Company
    Steward Machine Company was an American manufacturing firm best known for its role as the petitioner in the landmark 1937 U.S. Supreme Court case Steward Machine Co. v. Davis, which upheld key provisions of the Social Security Act.
  • B. McCormick Harvesting Machine Company
    McCormick Harvesting Machine Company was a pioneering 19th-century American agricultural machinery manufacturer that revolutionized farming through the mass production and commercialization of mechanical reapers.
  • C. Clark Equipment Company
    Clark Equipment Company is an American industrial manufacturer historically known for producing construction machinery, material handling equipment, and components such as streetcar bodies.
  • D. Martin Company
    Martin Company was a major American aerospace and defense contractor known for developing missiles, spacecraft, and military systems before merging into Lockheed Martin.
  • E. 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.
  • 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: Food Machinery Corporation
Triple: [M113 armoured personnel carrier, manufacturer, Food Machinery Corporation]
Generated description
Food Machinery Corporation was an American industrial company best known for designing and producing military vehicles and equipment, including the widely used M113 armored personnel carrier.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Food Machinery Corporation
Target entity description: Food Machinery Corporation was an American industrial company best known for designing and producing military vehicles and equipment, including the widely used M113 armored personnel carrier.
  • A. Steward Machine Company
    Steward Machine Company was an American manufacturing firm best known for its role as the petitioner in the landmark 1937 U.S. Supreme Court case Steward Machine Co. v. Davis, which upheld key provisions of the Social Security Act.
  • B. McCormick Harvesting Machine Company
    McCormick Harvesting Machine Company was a pioneering 19th-century American agricultural machinery manufacturer that revolutionized farming through the mass production and commercialization of mechanical reapers.
  • C. Clark Equipment Company
    Clark Equipment Company is an American industrial manufacturer historically known for producing construction machinery, material handling equipment, and components such as streetcar bodies.
  • D. Martin Company
    Martin Company was a major American aerospace and defense contractor known for developing missiles, spacecraft, and military systems before merging into Lockheed Martin.
  • E. 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.
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69bc6e208190b0c01e3761c04799 completed April 1, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0e7f090819093c7af51c3979978 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd17e5850819087fbb60fdc612fd9 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd215204c8190886cc071f100aab6 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:05 p.m.