Triple
T4169443
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Advanced Manufacturing Research Centre |
E84523
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Factory of the Future
Factory of the Future is a cutting-edge research and demonstration facility focused on developing and showcasing advanced manufacturing technologies and processes.
|
E242781
|
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: Factory of the Future | Statement: [Advanced Manufacturing Research Centre, hasFacility, Factory of the Future]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Factory of the Future Context triple: [Advanced Manufacturing Research Centre, hasFacility, Factory of the Future]
-
A.
The Factory
The Factory was Andy Warhol’s legendary New York City studio and avant-garde hub, famous for its experimental art, film, and celebrity-filled gatherings in the 1960s and 1970s.
-
B.
Kader Factory for Developed Industries
Kader Factory for Developed Industries is an Egyptian manufacturing facility specializing in defense and industrial products under the Arab Organization for Industrialization.
-
C.
Fraunhofer Institute for Factory Operation and Automation IFF
The Fraunhofer Institute for Factory Operation and Automation IFF is a German applied research institute specializing in innovative solutions for industrial automation, digitalization, and smart factory technologies.
-
D.
Sakr Factory for Developed Industries
Sakr Factory for Developed Industries is an Egyptian defense and industrial manufacturing facility operating under the Arab Organization for Industrialization, producing military equipment and related advanced industrial products.
-
E.
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.
- 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: Factory of the Future Triple: [Advanced Manufacturing Research Centre, hasFacility, Factory of the Future]
Generated description
Factory of the Future is a cutting-edge research and demonstration facility focused on developing and showcasing advanced manufacturing technologies and processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Factory of the Future Target entity description: Factory of the Future is a cutting-edge research and demonstration facility focused on developing and showcasing advanced manufacturing technologies and processes.
-
A.
The Factory
The Factory was Andy Warhol’s legendary New York City studio and avant-garde hub, famous for its experimental art, film, and celebrity-filled gatherings in the 1960s and 1970s.
-
B.
Kader Factory for Developed Industries
Kader Factory for Developed Industries is an Egyptian manufacturing facility specializing in defense and industrial products under the Arab Organization for Industrialization.
-
C.
Fraunhofer Institute for Factory Operation and Automation IFF
chosen
The Fraunhofer Institute for Factory Operation and Automation IFF is a German applied research institute specializing in innovative solutions for industrial automation, digitalization, and smart factory technologies.
-
D.
Sakr Factory for Developed Industries
Sakr Factory for Developed Industries is an Egyptian defense and industrial manufacturing facility operating under the Arab Organization for Industrialization, producing military equipment and related advanced industrial products.
-
E.
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.
- 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02c730b081908b19e6a4aea1549b |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f4c2c988190959496cc0cc31cac |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fe89ed0819089d7e56568755b1c |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5805cb7e88190b2f6ed6a18de9319 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.