Triple
T18317881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dubai Future Foundation |
E438793
|
entity |
| Predicate | notableProject |
P4
|
FINISHED |
| Object |
Area 2071 innovation ecosystem
Area 2071 innovation ecosystem is a Dubai-based collaborative hub that brings together startups, government, and global partners to prototype and scale future-focused technologies and policies.
|
E1318733
|
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: Area 2071 innovation ecosystem | Statement: [Dubai Future Foundation, notableProject, Area 2071 innovation ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Area 2071 innovation ecosystem Context triple: [Dubai Future Foundation, notableProject, Area 2071 innovation ecosystem]
-
A.
Innovation Campus
Innovation Campus is a modern research and development hub associated with Wichita State University that integrates academic, industry, and entrepreneurial activities in a collaborative environment.
-
B.
Innovation Campus
Innovation Campus is a research and technology precinct of the University of Wollongong that hosts industry partners, research institutes, and commercial enterprises in a collaborative environment.
-
C.
Knowledge and Innovation Communities
Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.
-
D.
Illinois innovation ecosystem
The Illinois innovation ecosystem is a statewide network of research institutions, technology corridors, startups, corporations, and support organizations that drive technological advancement, entrepreneurship, and economic growth across Illinois.
-
E.
Midlands Innovation
Midlands Innovation is a collaborative partnership of leading research-intensive universities in the UK’s Midlands region that work together to drive innovation, research excellence, and regional economic growth.
- 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: Area 2071 innovation ecosystem Triple: [Dubai Future Foundation, notableProject, Area 2071 innovation ecosystem]
Generated description
Area 2071 innovation ecosystem is a Dubai-based collaborative hub that brings together startups, government, and global partners to prototype and scale future-focused technologies and policies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Area 2071 innovation ecosystem Target entity description: Area 2071 innovation ecosystem is a Dubai-based collaborative hub that brings together startups, government, and global partners to prototype and scale future-focused technologies and policies.
-
A.
Innovation Campus
Innovation Campus is a modern research and development hub associated with Wichita State University that integrates academic, industry, and entrepreneurial activities in a collaborative environment.
-
B.
Innovation Campus
Innovation Campus is a research and technology precinct of the University of Wollongong that hosts industry partners, research institutes, and commercial enterprises in a collaborative environment.
-
C.
Knowledge and Innovation Communities
Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.
-
D.
Illinois innovation ecosystem
The Illinois innovation ecosystem is a statewide network of research institutions, technology corridors, startups, corporations, and support organizations that drive technological advancement, entrepreneurship, and economic growth across Illinois.
-
E.
Midlands Innovation
Midlands Innovation is a collaborative partnership of leading research-intensive universities in the UK’s Midlands region that work together to drive innovation, research excellence, and regional economic growth.
- 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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5021f5f1081909fd98c8fb786c7ff |
completed | April 19, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4c3cf988190a86d86c46eae35c6 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c582c9fc8190a656bb9e5544b5cf |
completed | May 13, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c64c02288190903c7e9123ca5a79 |
completed | May 13, 2026, 12:31 a.m. |
Created at: April 10, 2026, 10:36 a.m.