Triple
T15833359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Investment Fund |
E383924
|
entity |
| Predicate | notableProject |
P4
|
FINISHED |
| Object | Red Sea Project |
E218503
|
NE FINISHED |
How this triple was built (2 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: Red Sea Project | Statement: [Public Investment Fund, notableProject, Red Sea Project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Red Sea Project Context triple: [Public Investment Fund, notableProject, Red Sea Project]
-
A.
Red Sea Project
chosen
The Red Sea Project is a major Saudi Arabian luxury tourism and sustainable development initiative transforming a vast stretch of Red Sea coastline into a high-end global destination as part of the country’s economic diversification efforts.
-
B.
Dakhleh Oasis Project
The Dakhleh Oasis Project is a long-term, multidisciplinary archaeological and environmental research initiative investigating the history and development of Egypt’s Dakhla Oasis from prehistoric times through the Islamic period.
-
C.
Toshka Project
The Toshka Project is a large-scale Egyptian land reclamation and irrigation initiative in the Western Desert aimed at expanding agricultural production and relieving population pressure in the Nile Valley.
-
D.
Qattara Depression Project
The Qattara Depression Project is a large-scale engineering proposal to flood Egypt’s Qattara Depression with seawater to generate hydroelectric power and potentially alter the local climate.
-
E.
Gebel el-Silsila Project
The Gebel el-Silsila Project is a modern archaeological mission focused on researching, documenting, and preserving the ancient quarry and temple landscape at Gebel el-Silsila in Upper Egypt.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e11e6670d48190a456581dd951f168 |
completed | April 16, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa137be2c81909c8f04b5cc1a5b21 |
completed | May 9, 2026, 9:03 p.m. |
Created at: April 10, 2026, 4:49 a.m.