Triple
T15592493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tabuk |
E374779
|
entity |
| Predicate | nearbyProject |
P119354
|
FINISHED |
| Object | NEOM |
E218502
|
NE FINISHED |
How this triple was built (3 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: NEOM | Statement: [Tabuk, nearbyProject, NEOM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NEOM Context triple: [Tabuk, nearbyProject, NEOM]
-
A.
NEOM
chosen
NEOM is a planned futuristic mega-city and economic zone in northwest Saudi Arabia, designed as a hub for innovation, sustainability, and high-tech industries.
-
B.
Emira
Emira is an alternate name for the Mussau-Emira language, an Oceanic language spoken in Papua New Guinea.
-
C.
Lusail City
Lusail City is a modern planned coastal city in Qatar known for its futuristic architecture, large-scale developments, and role as a major venue during the 2022 FIFA World Cup.
-
D.
King Abdullah Economic City
King Abdullah Economic City is a large, master-planned coastal development in Saudi Arabia designed as a major economic, residential, and logistics hub on the Red Sea.
-
E.
Ras El Hekma
Ras El Hekma is a prominent Mediterranean coastal area in Egypt known for its clear turquoise waters, white sandy beaches, and growing status as a luxury tourism and real estate destination.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: nearbyProject Context triple: [Tabuk, nearbyProject, NEOM]
-
A.
nearbyVenue
Indicates that one venue is located close to another venue in physical space.
-
B.
nearbyUse
Indicates that one entity uses or operates another entity that is located nearby or in close physical proximity.
-
C.
nearbyEvent
Indicates that one event occurs close in space or time to another event.
-
D.
nearbyEconomicActivity
Indicates that there is economic activity occurring in close physical proximity to the referenced entity.
-
E.
nearbyActivity
Indicates that an activity occurs close in space or proximity to a specified entity or location.
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e5e43d48190a8fd367f13f1c7e1 |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4c55fa248190b114a5b63560f87b |
completed | May 9, 2026, 3:01 p.m. |
| PD | Predicate disambiguation | batch_69deda817e9881909b0c66fc9056f7d5 |
completed | April 15, 2026, 12:23 a.m. |
| PDg | Predicate description generation | batch_69dff7f05f708190850f1d8782e132b0 |
completed | April 15, 2026, 8:41 p.m. |
Created at: April 10, 2026, 4:12 a.m.