Triple
T6985231
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kabylie |
E161944
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Akbou
Akbou is a significant urban center in the Kabylie region of northern Algeria, known for its role as a local economic and cultural hub.
|
E635081
|
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: Akbou | Statement: [Kabylie, hasMajorCity, Akbou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akbou Context triple: [Kabylie, hasMajorCity, Akbou]
-
A.
Aoulouz
Aoulouz is a small town located in the Souss-Massa region of southern Morocco, known for its agricultural surroundings and position along regional travel routes.
-
B.
Kharbouch
Kharbouch is the family surname of Moroccan-American rapper and entrepreneur French Montana.
-
C.
Aourir
Aourir is a small coastal town in southwestern Morocco, known for its banana plantations and proximity to the surf beaches near Agadir.
-
D.
Kalbeliya
Kalbeliya is a vibrant folk dance form of the Kalbeliya (snake-charmer) community, characterized by fast, swirling movements and colorful costumes, and is recognized by UNESCO as an Intangible Cultural Heritage of Humanity.
-
E.
Chenoua
Chenoua is a Berber (Amazigh) language variety spoken by the Chenoua people in northern Algeria.
- 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: Akbou Triple: [Kabylie, hasMajorCity, Akbou]
Generated description
Akbou is a significant urban center in the Kabylie region of northern Algeria, known for its role as a local economic and cultural hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Akbou Target entity description: Akbou is a significant urban center in the Kabylie region of northern Algeria, known for its role as a local economic and cultural hub.
-
A.
Aoulouz
Aoulouz is a small town located in the Souss-Massa region of southern Morocco, known for its agricultural surroundings and position along regional travel routes.
-
B.
Kharbouch
Kharbouch is the family surname of Moroccan-American rapper and entrepreneur French Montana.
-
C.
Aourir
Aourir is a small coastal town in southwestern Morocco, known for its banana plantations and proximity to the surf beaches near Agadir.
-
D.
Kalbeliya
Kalbeliya is a vibrant folk dance form of the Kalbeliya (snake-charmer) community, characterized by fast, swirling movements and colorful costumes, and is recognized by UNESCO as an Intangible Cultural Heritage of Humanity.
-
E.
Chenoua
Chenoua is a Berber (Amazigh) language variety spoken by the Chenoua people in northern Algeria.
- 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_69c76a110ca08190be2aa78948379495 |
completed | March 28, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69c76ad455e08190b652f0b4d9ca7c62 |
completed | March 28, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76b992414819094cad40df720e39a |
completed | March 28, 2026, 5:48 a.m. |
Created at: March 27, 2026, 2:31 p.m.