Triple
T16507598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghardaïa Province |
E400971
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Hassi Fehal
Hassi Fehal is a small town and commune located in Algeria’s Ghardaïa Province within the northern Sahara Desert.
|
E1222771
|
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 Fehal | Statement: [Ghardaïa Province, contains, Hassi Fehal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hassi Fehal Context triple: [Ghardaïa Province, contains, Hassi Fehal]
-
A.
Ouled Rabah
Ouled Rabah is a town and commune located within Jijel Province in northeastern Algeria.
-
B.
Laghouat
Laghouat is a historic oasis city in north-central Algeria, known as a gateway between the Sahara Desert and the Tell Atlas region.
-
C.
Aïn Fakroun
Aïn Fakroun is a town and commune in northeastern Algeria known as a local administrative and commercial center within Oum El Bouaghi Province.
-
D.
Sidi Amar
Sidi Amar is a town located within Algeria’s coastal Tipaza Province, known for its proximity to the Mediterranean and the region’s historical sites.
-
E.
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.
- 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 Fehal Triple: [Ghardaïa Province, contains, Hassi Fehal]
Generated description
Hassi Fehal is a small town and commune located in Algeria’s Ghardaïa Province within the northern Sahara Desert.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hassi Fehal Target entity description: Hassi Fehal is a small town and commune located in Algeria’s Ghardaïa Province within the northern Sahara Desert.
-
A.
Ouled Rabah
Ouled Rabah is a town and commune located within Jijel Province in northeastern Algeria.
-
B.
Laghouat
Laghouat is a historic oasis city in north-central Algeria, known as a gateway between the Sahara Desert and the Tell Atlas region.
-
C.
Aïn Fakroun
Aïn Fakroun is a town and commune in northeastern Algeria known as a local administrative and commercial center within Oum El Bouaghi Province.
-
D.
Sidi Amar
Sidi Amar is a town located within Algeria’s coastal Tipaza Province, known for its proximity to the Mediterranean and the region’s historical sites.
-
E.
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.
- 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_6a00758bc924819099f29d01bd8a02a0 |
completed | May 10, 2026, 12:09 p.m. |
| NEDg | Description generation | batch_6a0076606dfc8190ac70597077a66ef0 |
completed | May 10, 2026, 12:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0076e65ab48190a3ead04eed9019bc |
completed | May 10, 2026, 12:15 p.m. |
Created at: April 10, 2026, 5:14 a.m.