Triple
T6985304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tizi Ouzou Province |
E161945
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Aït Aggouacha
Aït Aggouacha is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
|
E641702
|
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: Aït Aggouacha | Statement: [Tizi Ouzou Province, hasCity, Aït Aggouacha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aït Aggouacha Context triple: [Tizi Ouzou Province, hasCity, Aït Aggouacha]
-
A.
Aït Yahia
Aït Yahia is a town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
-
B.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
C.
Chtouka Aït Baha
Chtouka Aït Baha is a rural province and administrative area in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
-
D.
Tinghir
Tinghir is a town in southeastern Morocco known for its palm oasis and proximity to the dramatic Todra Gorge in the Atlas Mountains.
-
E.
Aïn Asserdoun
Aïn Asserdoun is a renowned natural spring and scenic waterfall area near Beni Mellal in central Morocco, celebrated for its lush landscapes and touristic appeal.
- 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: Aït Aggouacha Triple: [Tizi Ouzou Province, hasCity, Aït Aggouacha]
Generated description
Aït Aggouacha is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aït Aggouacha Target entity description: Aït Aggouacha is a town located in the mountainous Kabylie region of northern Algeria, within Tizi Ouzou Province.
-
A.
Aït Yahia
Aït Yahia is a town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
-
B.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
C.
Chtouka Aït Baha
Chtouka Aït Baha is a rural province and administrative area in southwestern Morocco known for its agricultural activities and Amazigh (Berber) cultural heritage.
-
D.
Tinghir
Tinghir is a town in southeastern Morocco known for its palm oasis and proximity to the dramatic Todra Gorge in the Atlas Mountains.
-
E.
Aïn Asserdoun
Aïn Asserdoun is a renowned natural spring and scenic waterfall area near Beni Mellal in central Morocco, celebrated for its lush landscapes and touristic appeal.
- 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_69c68855dc0481909b4c7e9e9ed273db |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db91fbc881908c26b7b991995062 |
completed | March 27, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79c7e87b88190bed99f68bbffa186 |
completed | March 28, 2026, 9:16 a.m. |
| NEDg | Description generation | batch_69c79d0215888190b0e59c2584358a05 |
completed | March 28, 2026, 9:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79d63b6dc8190b3b52ef6566ba490 |
completed | March 28, 2026, 9:20 a.m. |
Created at: March 27, 2026, 2:31 p.m.