Triple

T7252308
Position Surface form Disambiguated ID Type / Status
Subject International Manufacturing Technology Show E157632 entity
Predicate organizedBy P123 FINISHED
Object AMT – The Association For Manufacturing Technology
AMT – The Association For Manufacturing Technology is a U.S.-based trade association representing and advancing the interests of manufacturing technology providers through advocacy, industry research, and major events.
 E157632 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: AMT – The Association For Manufacturing Technology | Statement: [International Manufacturing Technology Show, organizedBy, AMT – The Association For Manufacturing Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AMT – The Association For Manufacturing Technology
Context triple: [International Manufacturing Technology Show, organizedBy, AMT – The Association For Manufacturing Technology]
  • A. AMMTC
    AMMTC is a high-level ASEAN forum where ministers coordinate regional policies and cooperation to combat transnational crime.
  • B. International Manufacturing Technology Show
    The International Manufacturing Technology Show is one of the world’s largest trade fairs for manufacturing technology, showcasing cutting-edge machinery, tools, and industrial innovations to professionals from across the globe.
  • C. AMT
    AMT is the standard time zone used in Armenia, corresponding to UTC+4 hours.
  • D. ASME Manufacturing Engineering Division
    The ASME Manufacturing Engineering Division is a professional division within the American Society of Mechanical Engineers that focuses on advancing manufacturing science, engineering, and technology through research, standards, and professional activities.
  • E. AMSC
    AMSC is a U.S. Army educational institution that provides professional development and leadership training for Army civilian and military personnel.
  • 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: AMT – The Association For Manufacturing Technology
Triple: [International Manufacturing Technology Show, organizedBy, AMT – The Association For Manufacturing Technology]
Generated description
AMT – The Association For Manufacturing Technology is a U.S.-based trade association representing and advancing the interests of manufacturing technology providers through advocacy, industry research, and major events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AMT – The Association For Manufacturing Technology
Target entity description: AMT – The Association For Manufacturing Technology is a U.S.-based trade association representing and advancing the interests of manufacturing technology providers through advocacy, industry research, and major events.
  • A. AMMTC
    AMMTC is a high-level ASEAN forum where ministers coordinate regional policies and cooperation to combat transnational crime.
  • B. International Manufacturing Technology Show chosen
    The International Manufacturing Technology Show is one of the world’s largest trade fairs for manufacturing technology, showcasing cutting-edge machinery, tools, and industrial innovations to professionals from across the globe.
  • C. AMT
    AMT is the standard time zone used in Armenia, corresponding to UTC+4 hours.
  • D. ASME Manufacturing Engineering Division
    The ASME Manufacturing Engineering Division is a professional division within the American Society of Mechanical Engineers that focuses on advancing manufacturing science, engineering, and technology through research, standards, and professional activities.
  • E. AMSC
    AMSC is a U.S. Army educational institution that provides professional development and leadership training for Army civilian and military personnel.
  • F. None of above.

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_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea7ae0e48190bd80c91bad1976c6 completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3a7502081909d2a97a60cc445ae completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d4690adc81909abbfb7a756f453d completed March 28, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69c7d517a7108190893878cbef7d1a3a completed March 28, 2026, 1:18 p.m.
Created at: March 27, 2026, 2:56 p.m.