Triple
T16507599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghardaïa Province |
E400971
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Hassi Gara
Hassi Gara is a town and commune in northern-central Algeria, situated in the Sahara Desert within Ghardaïa Province.
|
E1223767
|
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: Hassi Gara | Statement: [Ghardaïa Province, contains, Hassi Gara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hassi Gara Context triple: [Ghardaïa Province, contains, Hassi Gara]
-
A.
Sidi Bel Abbès
Sidi Bel Abbès is a city in northwestern Algeria known as a regional economic and cultural center.
-
B.
Tahannaout
Tahannaout is a small town in central Morocco that serves as an administrative and market hub for the surrounding rural communities in the foothills of the High Atlas Mountains.
-
C.
Hassi Fehal
Hassi Fehal is a small town and commune located in Algeria’s Ghardaïa Province within the northern Sahara Desert.
-
D.
Taounate
Taounate is a prominent city in northern Morocco known as an administrative and commercial center for the surrounding rural and mountainous region.
-
E.
Laghouat
Laghouat is a historic oasis city in north-central Algeria, known as a gateway between the Sahara Desert and the Tell Atlas region.
- 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: Hassi Gara Triple: [Ghardaïa Province, contains, Hassi Gara]
Generated description
Hassi Gara is a town and commune in northern-central Algeria, situated in the Sahara Desert within Ghardaïa Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hassi Gara Target entity description: Hassi Gara is a town and commune in northern-central Algeria, situated in the Sahara Desert within Ghardaïa Province.
-
A.
Sidi Bel Abbès
Sidi Bel Abbès is a city in northwestern Algeria known as a regional economic and cultural center.
-
B.
Tahannaout
Tahannaout is a small town in central Morocco that serves as an administrative and market hub for the surrounding rural communities in the foothills of the High Atlas Mountains.
-
C.
Hassi Fehal
Hassi Fehal is a small town and commune located in Algeria’s Ghardaïa Province within the northern Sahara Desert.
-
D.
Taounate
Taounate is a prominent city in northern Morocco known as an administrative and commercial center for the surrounding rural and mountainous region.
-
E.
Laghouat
Laghouat is a historic oasis city in north-central Algeria, known as a gateway between the Sahara Desert and the Tell Atlas region.
- 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_69d88381f6148190819958a038be990e |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e536e5c8190bef31ab979d2880a |
completed | April 18, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007d9e91f48190b83cefdd2b518082 |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007e6507208190b3f32c05a2f647bd |
completed | May 10, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f2cefa081908734a907da33a72f |
completed | May 10, 2026, 12:50 p.m. |
Created at: April 10, 2026, 5:14 a.m.