Triple
T7252307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Manufacturing Technology Show |
E157632
|
entity |
| Predicate | organizedBy |
P123
|
FINISHED |
| Object |
Association for Manufacturing Technology
The Association for Manufacturing Technology is a trade organization representing and advancing the interests of the manufacturing technology industry in the United States.
|
E651270
|
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: Association for Manufacturing Technology | Statement: [International Manufacturing Technology Show, organizedBy, Association for Manufacturing Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Association for Manufacturing Technology Context triple: [International Manufacturing Technology Show, organizedBy, Association for Manufacturing Technology]
-
A.
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.
-
B.
ASME Foundation
The ASME Foundation is the philanthropic arm of the American Society of Mechanical Engineers, supporting engineering education, innovation, and diversity initiatives through grants, scholarships, and awards.
-
C.
American Society of Mechanical Engineers
The American Society of Mechanical Engineers (ASME) is a professional organization that sets engineering standards, promotes research and education, and supports the global mechanical engineering community.
-
D.
American Association of Engineering Societies
The American Association of Engineering Societies is an umbrella organization that represents and coordinates multiple U.S. engineering societies to advance the engineering profession and its contributions to society.
-
E.
ASME
ASME is the commonly used abbreviation for the American Society of Magazine Editors, a professional organization representing editors of consumer magazines in the United States.
- 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: Association for Manufacturing Technology Triple: [International Manufacturing Technology Show, organizedBy, Association for Manufacturing Technology]
Generated description
The Association for Manufacturing Technology is a trade organization representing and advancing the interests of the manufacturing technology industry in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Association for Manufacturing Technology Target entity description: The Association for Manufacturing Technology is a trade organization representing and advancing the interests of the manufacturing technology industry in the United States.
-
A.
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.
-
B.
ASME Foundation
The ASME Foundation is the philanthropic arm of the American Society of Mechanical Engineers, supporting engineering education, innovation, and diversity initiatives through grants, scholarships, and awards.
-
C.
American Society of Mechanical Engineers
The American Society of Mechanical Engineers (ASME) is a professional organization that sets engineering standards, promotes research and education, and supports the global mechanical engineering community.
-
D.
American Association of Engineering Societies
The American Association of Engineering Societies is an umbrella organization that represents and coordinates multiple U.S. engineering societies to advance the engineering profession and its contributions to society.
-
E.
ASME
ASME is the commonly used abbreviation for the American Society of Magazine Editors, a professional organization representing editors of consumer magazines in the United States.
- 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_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.