Triple
T3922892
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M’zab region |
E93202
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Ghardaïa Province
Ghardaïa Province is an administrative region in northern-central Algeria known for encompassing the historic M’zab Valley, a UNESCO-listed area of distinctive Saharan architecture and Ibadi cultural heritage.
|
E400971
|
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: Ghardaïa Province | Statement: [M’zab region, locatedIn, Ghardaïa Province]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghardaïa Province Context triple: [M’zab region, locatedIn, Ghardaïa Province]
-
A.
Ouarzazate region
The Ouarzazate region is a semi-arid area in south-central Morocco known as a gateway to the Sahara Desert and a hub for film production and solar energy projects.
-
B.
Errachidia Province
Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
-
C.
Chenoua region
The Chenoua region is an area in northern Algeria known as the homeland of the Shenwa (Chenoua) Berber-speaking community.
-
D.
Béjaïa Province
Béjaïa Province is a coastal region in northern Algeria known for its predominantly Kabyle (Amazigh) population, mountainous landscapes, and important port city of Béjaïa.
-
E.
Oum El Bouaghi Province
Oum El Bouaghi Province is an inland administrative region in northeastern Algeria known for its predominantly Chaoui Amazigh population and agricultural economy.
- 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: Ghardaïa Province Triple: [M’zab region, locatedIn, Ghardaïa Province]
Generated description
Ghardaïa Province is an administrative region in northern-central Algeria known for encompassing the historic M’zab Valley, a UNESCO-listed area of distinctive Saharan architecture and Ibadi cultural heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghardaïa Province Target entity description: Ghardaïa Province is an administrative region in northern-central Algeria known for encompassing the historic M’zab Valley, a UNESCO-listed area of distinctive Saharan architecture and Ibadi cultural heritage.
-
A.
Ouarzazate region
The Ouarzazate region is a semi-arid area in south-central Morocco known as a gateway to the Sahara Desert and a hub for film production and solar energy projects.
-
B.
Errachidia Province
Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
-
C.
Chenoua region
The Chenoua region is an area in northern Algeria known as the homeland of the Shenwa (Chenoua) Berber-speaking community.
-
D.
Béjaïa Province
Béjaïa Province is a coastal region in northern Algeria known for its predominantly Kabyle (Amazigh) population, mountainous landscapes, and important port city of Béjaïa.
-
E.
Oum El Bouaghi Province
Oum El Bouaghi Province is an inland administrative region in northeastern Algeria known for its predominantly Chaoui Amazigh population and agricultural economy.
- 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_69aed96bfa1081908f7b30f2c647dee6 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeed7c2c848190a6d62e2df9b942d4 |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53384bca08190af13ac3a417d8827 |
completed | March 14, 2026, 10:08 a.m. |
| NEDg | Description generation | batch_69b53404294881908a91dced77133b57 |
completed | March 14, 2026, 10:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b53482a40c8190bd62b0bc8df92c0c |
completed | March 14, 2026, 10:12 a.m. |
Created at: March 9, 2026, 3:22 p.m.