Triple
T9523302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aurès Mountains |
E229696
|
entity |
| Predicate | majorTown |
P316
|
FINISHED |
| Object |
Biskra
Biskra is a city in northeastern Algeria known as a gateway to the Sahara and for its date palm oases and warm winter climate.
|
E806981
|
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: Biskra | Statement: [Aurès Mountains, majorTown, Biskra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biskra Context triple: [Aurès Mountains, majorTown, Biskra]
-
A.
Bejaia
Bejaia is a major port city in northern Algeria, known as an important cultural and economic center of the Kabylie region on the Mediterranean coast.
-
B.
Guelma
Guelma is a town in northeastern Algeria known for its role in the country’s colonial history and as one of the sites of violent repression during the 1945 uprisings against French rule.
-
C.
Nouaceur
Nouaceur is a town and municipality in the Casablanca-Settat region of Morocco, known for hosting Mohammed V International Airport.
-
D.
Ghadamis
Ghadamis is an ancient oasis town in western Libya, renowned for its well-preserved traditional mud-brick architecture and status as a UNESCO World Heritage Site.
-
E.
Jendouba
Jendouba is a city in northwestern Tunisia known as an important regional center for agriculture and trade.
- 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: Biskra Triple: [Aurès Mountains, majorTown, Biskra]
Generated description
Biskra is a city in northeastern Algeria known as a gateway to the Sahara and for its date palm oases and warm winter climate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biskra Target entity description: Biskra is a city in northeastern Algeria known as a gateway to the Sahara and for its date palm oases and warm winter climate.
-
A.
Bejaia
Bejaia is a major port city in northern Algeria, known as an important cultural and economic center of the Kabylie region on the Mediterranean coast.
-
B.
Guelma
Guelma is a town in northeastern Algeria known for its role in the country’s colonial history and as one of the sites of violent repression during the 1945 uprisings against French rule.
-
C.
Nouaceur
Nouaceur is a town and municipality in the Casablanca-Settat region of Morocco, known for hosting Mohammed V International Airport.
-
D.
Ghadamis
Ghadamis is an ancient oasis town in western Libya, renowned for its well-preserved traditional mud-brick architecture and status as a UNESCO World Heritage Site.
-
E.
Jendouba
Jendouba is a city in northwestern Tunisia known as an important regional center for agriculture and trade.
- 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_69ca847870a881909d8d751a7d29da39 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9898e0b48190a3e3f0f1616d5055 |
completed | April 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1526fbad8819099dfae3b7226898b |
completed | April 4, 2026, 6:03 p.m. |
| NEDg | Description generation | batch_69d154f32b28819084cfe2482e89cab0 |
completed | April 4, 2026, 6:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1556753dc81908fbfdc7b863b1026 |
completed | April 4, 2026, 6:16 p.m. |
Created at: March 30, 2026, 7:59 p.m.