Triple
T7271625
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Constantine Province |
E161119
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
El Khroub
El Khroub is a town and commune in northeastern Algeria that serves as one of the main urban centers of Constantine Province.
|
E688743
|
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: El Khroub | Statement: [Constantine Province, hasSettlement, El Khroub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: El Khroub Context triple: [Constantine Province, hasSettlement, El Khroub]
-
A.
Aïn El Hammam
Aïn El Hammam is a town in northern Algeria known for its mountainous Kabylie setting and Berber cultural heritage.
-
B.
El Hadaba
El Hadaba is the famous nickname of Egyptian singer Amr Diab, one of the Arab world's most successful and influential pop music stars.
-
C.
El Khabouzia
El Khabouzia is a town and commune located in Bouira Province in northern Algeria.
-
D.
Kharbouch
Kharbouch is the family surname of Moroccan-American rapper and entrepreneur French Montana.
-
E.
El Kseur
El Kseur is a town and commune in northern Algeria, situated in the Kabylie region within Béjaïa 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: El Khroub Triple: [Constantine Province, hasSettlement, El Khroub]
Generated description
El Khroub is a town and commune in northeastern Algeria that serves as one of the main urban centers of Constantine Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: El Khroub Target entity description: El Khroub is a town and commune in northeastern Algeria that serves as one of the main urban centers of Constantine Province.
-
A.
Aïn El Hammam
Aïn El Hammam is a town in northern Algeria known for its mountainous Kabylie setting and Berber cultural heritage.
-
B.
El Hadaba
El Hadaba is the famous nickname of Egyptian singer Amr Diab, one of the Arab world's most successful and influential pop music stars.
-
C.
El Khabouzia
El Khabouzia is a town and commune located in Bouira Province in northern Algeria.
-
D.
Kharbouch
Kharbouch is the family surname of Moroccan-American rapper and entrepreneur French Montana.
-
E.
El Kseur
El Kseur is a town and commune in northern Algeria, situated in the Kabylie region within Béjaïa 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_69c8e56e62d48190b0e25464ebffe148 |
completed | March 29, 2026, 8:40 a.m. |
| NEDg | Description generation | batch_69c8e5f8f0408190abe815ce8f5f765f |
completed | March 29, 2026, 8:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8e644d67c819098c9d863cde99518 |
completed | March 29, 2026, 8:43 a.m. |
Created at: March 27, 2026, 2:58 p.m.