Triple
T3340330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saguia el-Hamra |
E70241
|
entity |
| Predicate | formedEntity |
P972
|
FINISHED |
| Object | Spanish Sahara |
E13428
|
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: Spanish Sahara | Statement: [Saguia el-Hamra, formedEntity, Spanish Sahara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spanish Sahara Context triple: [Saguia el-Hamra, formedEntity, Spanish Sahara]
-
A.
Spanish Sahara
chosen
Spanish Sahara was a former Spanish colonial territory in northwest Africa, encompassing the area of present-day Western Sahara.
-
B.
Moroccan Sahara
The Moroccan Sahara is the vast desert region in southern Morocco, known for its sweeping sand dunes, arid landscapes, and traditional Berber culture.
-
C.
Central Sahara
The Central Sahara is a vast, arid desert region in north-central Africa characterized by extreme climatic conditions, sparse population, and a long history of trans-Saharan trade and nomadic cultures.
-
D.
Sahel
The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
-
E.
Fezzan
Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
- 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: formedEntity Context triple: [Saguia el-Hamra, formedEntity, Spanish Sahara]
-
A.
formedBy
chosen
Indicates that something comes into existence or is created as a result of a specific agent, process, or combination of components.
-
B.
affectedEntity
Indicates that an entity is the one that is impacted, influenced, or acted upon as a result of an event, action, or process.
-
C.
representedFrom
Indicates that one entity serves as a representation or depiction of another entity.
-
D.
formedTo
Indicates that one entity was created, established, or organized for the purpose of serving, supporting, or enabling another entity or activity.
-
E.
governedEntity
Indicates that one entity exercises authority, control, or governance over another entity.
- F. None of above.
Provenance (4 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_69ad85a405e48190b6e68de7cf9f319e |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1bf1f648190993ac8e9dda60983 |
completed | March 8, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bb0cd188190b07ef54365e00afe |
completed | March 13, 2026, 3:59 a.m. |
| PD | Predicate disambiguation | batch_69ada42c2ba8819091136805ce17b39d |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:12 p.m.