Triple
T7271626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Constantine Province |
E161119
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Hamma Bouziane
Hamma Bouziane is a town and commune located in Constantine Province in northeastern Algeria.
|
E655490
|
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: Hamma Bouziane | Statement: [Constantine Province, hasSettlement, Hamma Bouziane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamma Bouziane Context triple: [Constantine Province, hasSettlement, Hamma Bouziane]
-
A.
Boudriaa Ben Yadjis
Boudriaa Ben Yadjis is a town and commune located in Jijel Province in northeastern Algeria.
-
B.
Immouzer Marmoucha
Immouzer Marmoucha is a small town in Morocco’s Middle Atlas region, known as a gateway to nearby mountain landscapes and rural Berber communities.
-
C.
Belhamed
Belhamed is a locality in Libya that was the site of significant fighting during World War II’s North African campaign.
-
D.
Menzel Bouzelfa
Menzel Bouzelfa is a town in northeastern Tunisia known for its agricultural activity and location within the Nabeul region on the Cap Bon peninsula.
-
E.
Bechloul
Bechloul is a town and commune located in northern Algeria within the Bouira Province.
- 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: Hamma Bouziane Triple: [Constantine Province, hasSettlement, Hamma Bouziane]
Generated description
Hamma Bouziane is a town and commune located in Constantine Province in northeastern Algeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamma Bouziane Target entity description: Hamma Bouziane is a town and commune located in Constantine Province in northeastern Algeria.
-
A.
Boudriaa Ben Yadjis
Boudriaa Ben Yadjis is a town and commune located in Jijel Province in northeastern Algeria.
-
B.
Immouzer Marmoucha
Immouzer Marmoucha is a small town in Morocco’s Middle Atlas region, known as a gateway to nearby mountain landscapes and rural Berber communities.
-
C.
Belhamed
Belhamed is a locality in Libya that was the site of significant fighting during World War II’s North African campaign.
-
D.
Menzel Bouzelfa
Menzel Bouzelfa is a town in northeastern Tunisia known for its agricultural activity and location within the Nabeul region on the Cap Bon peninsula.
-
E.
Bechloul
Bechloul is a town and commune located in northern Algeria within the Bouira Province.
- 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_69c6885181008190b419040e22939c7c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb0a03888190b5aa1da80dd303c5 |
completed | March 27, 2026, 8:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e52f96008190886f6115329a07ab |
completed | March 28, 2026, 2:26 p.m. |
| NEDg | Description generation | batch_69c7e608d2a881909a7ffc39ccdc6359 |
completed | March 28, 2026, 2:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e7814a58819093a35c035e9b982e |
completed | March 28, 2026, 2:36 p.m. |
Created at: March 27, 2026, 2:58 p.m.