Triple

T3843139
Position Surface form Disambiguated ID Type / Status
Subject Jubaland E93501 entity
Predicate borderFeature P1896 FINISHED
Object 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.
E394929 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: Somalia–Ethiopia border | Statement: [Jubaland, borderFeature, Somalia–Ethiopia border]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Somalia–Ethiopia border
Context triple: [Jubaland, borderFeature, Somalia–Ethiopia border]
  • A. 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.
  • B. Somalia–Kenya border
    The Somalia–Kenya border is an international boundary in East Africa separating Somalia from Kenya, running from the Indian Ocean inland through arid and semi-arid regions and encompassing areas such as Jubaland.
  • C. 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.
  • D. 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.
  • E. Hirshabelle
    Hirshabelle is a federal member state in central Somalia formed from parts of the Hiiraan and Middle Shabelle regions.
  • 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: Somalia–Ethiopia border
Triple: [Jubaland, borderFeature, Somalia–Ethiopia border]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Somalia–Ethiopia border
Target entity description: 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.
  • A. 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.
  • B. Somalia–Kenya border
    The Somalia–Kenya border is an international boundary in East Africa separating Somalia from Kenya, running from the Indian Ocean inland through arid and semi-arid regions and encompassing areas such as Jubaland.
  • C. 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.
  • D. 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.
  • E. Hirshabelle
    Hirshabelle is a federal member state in central Somalia formed from parts of the Hiiraan and Middle Shabelle regions.
  • 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_69aed96ce578819084ab16e3439976c9 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeebb4fd308190a636ba9dbbe57ed6 completed March 9, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5122ba6a4819099986e50f42f2a92 completed March 14, 2026, 7:45 a.m.
NEDg Description generation batch_69b5129946508190860e12a8f90eb5ee completed March 14, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69b513481c308190849e66bbd9caf57c completed March 14, 2026, 7:50 a.m.
Created at: March 9, 2026, 3:18 p.m.