Triple
T19522041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kert campaign |
E488424
|
entity |
| Predicate | theaterOfOperations |
P710
|
FINISHED |
| Object |
eastern Rif region
The eastern Rif region is a mountainous area in northeastern Morocco that has historically been a site of resistance and military campaigns, including colonial-era operations.
|
E1379884
|
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: eastern Rif region | Statement: [Kert campaign, theaterOfOperations, eastern Rif region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: eastern Rif region Context triple: [Kert campaign, theaterOfOperations, eastern Rif region]
-
A.
Kaouar region
The Kaouar region is a remote oasis belt in northeastern Niger, known for its string of desert settlements and historic role as a stop on trans-Saharan trade routes.
-
B.
Chenoua region
The Chenoua region is an area in northern Algeria known as the homeland of the Shenwa (Chenoua) Berber-speaking community.
-
C.
Aurès region
The Aurès region is a mountainous area in northeastern Algeria, historically significant as a stronghold of Berber (Amazigh) culture and resistance and home to many Shawiya-speaking communities.
-
D.
Tanezrouft region
The Tanezrouft region is an extremely arid, sparsely inhabited desert area in the central Sahara, known as one of the hottest and driest places on Earth.
-
E.
Tillabéri Region
Tillabéri Region is a large administrative region in western Niger known for its location along the Niger River and its borders with several neighboring countries.
- 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: eastern Rif region Triple: [Kert campaign, theaterOfOperations, eastern Rif region]
Generated description
The eastern Rif region is a mountainous area in northeastern Morocco that has historically been a site of resistance and military campaigns, including colonial-era operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: eastern Rif region Target entity description: The eastern Rif region is a mountainous area in northeastern Morocco that has historically been a site of resistance and military campaigns, including colonial-era operations.
-
A.
Kaouar region
The Kaouar region is a remote oasis belt in northeastern Niger, known for its string of desert settlements and historic role as a stop on trans-Saharan trade routes.
-
B.
Chenoua region
The Chenoua region is an area in northern Algeria known as the homeland of the Shenwa (Chenoua) Berber-speaking community.
-
C.
Aurès region
The Aurès region is a mountainous area in northeastern Algeria, historically significant as a stronghold of Berber (Amazigh) culture and resistance and home to many Shawiya-speaking communities.
-
D.
Tanezrouft region
The Tanezrouft region is an extremely arid, sparsely inhabited desert area in the central Sahara, known as one of the hottest and driest places on Earth.
-
E.
Tillabéri Region
Tillabéri Region is a large administrative region in western Niger known for its location along the Niger River and its borders with several neighboring countries.
- 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_69d8e8da8bec819081f400199491ccc3 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e635a0b37c8190b70b7427c2e85f59 |
completed | April 20, 2026, 2:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07472af0b881909e5bada0955b52bb |
completed | May 15, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_6a0747f6b1d48190a3e70576ddb4feb2 |
completed | May 15, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07492428bc819084dad08d711679a5 |
completed | May 15, 2026, 4:26 p.m. |
Created at: April 10, 2026, 1:40 p.m.