Triple
T10490455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berta languages |
E247403
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object |
Sudan–Ethiopia border region
The Sudan–Ethiopia border region is a culturally diverse and historically contested frontier zone in Northeast Africa, inhabited by various ethnic groups and serving as a linguistic crossroads.
|
E867526
|
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: Sudan–Ethiopia border region | Statement: [Berta languages, spokenIn, Sudan–Ethiopia border region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sudan–Ethiopia border region Context triple: [Berta languages, spokenIn, Sudan–Ethiopia border region]
-
A.
Ethiopia–South Sudan border
The Ethiopia–South Sudan border is a remote, ethnolinguistically diverse frontier region in East Africa where various indigenous communities, including Koman language speakers, live and interact.
-
B.
Eritrea–Sudan border
The Eritrea–Sudan border is an international boundary in Northeast Africa separating Eritrea from Sudan, running through arid lowlands and mountainous regions near the Red Sea coast.
-
C.
Eritrea–Ethiopia border
The Eritrea–Ethiopia border is a historically disputed frontier in the Horn of Africa that has been the focus of intense territorial conflict and prolonged political tension between the two countries.
-
D.
Somalia–Ethiopia border
The Somalia–Ethiopia border is a long, historically contested frontier in the Horn of Africa that cuts across ethnic Somali regions and has been a focal point of regional conflict and political tension.
-
E.
Ethiopian border
The Ethiopian border near Djibouti’s Tadjourah Region is a key frontier zone linking Ethiopia with the Republic of Djibouti and serving as an important corridor for regional trade and transport.
- 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: Sudan–Ethiopia border region Triple: [Berta languages, spokenIn, Sudan–Ethiopia border region]
Generated description
The Sudan–Ethiopia border region is a culturally diverse and historically contested frontier zone in Northeast Africa, inhabited by various ethnic groups and serving as a linguistic crossroads.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sudan–Ethiopia border region Target entity description: The Sudan–Ethiopia border region is a culturally diverse and historically contested frontier zone in Northeast Africa, inhabited by various ethnic groups and serving as a linguistic crossroads.
-
A.
Ethiopia–South Sudan border
The Ethiopia–South Sudan border is a remote, ethnolinguistically diverse frontier region in East Africa where various indigenous communities, including Koman language speakers, live and interact.
-
B.
Eritrea–Sudan border
The Eritrea–Sudan border is an international boundary in Northeast Africa separating Eritrea from Sudan, running through arid lowlands and mountainous regions near the Red Sea coast.
-
C.
Eritrea–Ethiopia border
The Eritrea–Ethiopia border is a historically disputed frontier in the Horn of Africa that has been the focus of intense territorial conflict and prolonged political tension between the two countries.
-
D.
Somalia–Ethiopia border
The Somalia–Ethiopia border is a long, historically contested frontier in the Horn of Africa that cuts across ethnic Somali regions and has been a focal point of regional conflict and political tension.
-
E.
Ethiopian border
The Ethiopian border near Djibouti’s Tadjourah Region is a key frontier zone linking Ethiopia with the Republic of Djibouti and serving as an important corridor for regional trade and transport.
- 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_69d381c309b88190af78aa681cf6a4c2 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5097d61e08190952d4354ef1bce52 |
completed | April 7, 2026, 1:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8dc9792308190b09d6aaed63dd418 |
completed | April 10, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69d8e8c81bdc8190b6b6dfe00025b514 |
completed | April 10, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d901ef24608190934377d9dc855d6f |
completed | April 10, 2026, 1:58 p.m. |
Created at: April 6, 2026, 12:23 p.m.