Triple
T20886693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bishoftu |
E514299
|
entity |
| Predicate | connectedBy |
P37
|
FINISHED |
| Object | Addis Ababa–Dire Dawa highway |
—
|
NE NERFINISHED |
How this triple was built (3 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: Addis Ababa–Dire Dawa highway | Statement: [Bishoftu, connectedBy, Addis Ababa–Dire Dawa highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Addis Ababa–Dire Dawa highway Context triple: [Bishoftu, connectedBy, Addis Ababa–Dire Dawa highway]
-
A.
Addis Ababa–Bahir Dar highway corridor
The Addis Ababa–Bahir Dar highway corridor is a major transport route in Ethiopia that connects the capital with the northern city of Bahir Dar, facilitating regional trade and mobility.
-
B.
Addis Ababa–Jimma road corridor
The Addis Ababa–Jimma road corridor is a major highway route in Ethiopia that connects the capital Addis Ababa with the southwestern city of Jimma, serving as a key transport and trade artery through regions such as the Gurage Zone.
-
C.
Addis Ababa–Adama Expressway
The Addis Ababa–Adama Expressway is Ethiopia’s first toll expressway and a major modern highway linking the capital Addis Ababa with the key regional city of Adama, significantly improving transport in the central part of the country.
-
D.
Ethiopian north–south trunk road
The Ethiopian north–south trunk road is a major arterial highway that runs the length of Ethiopia, linking key towns and cities such as Wukro and serving as a primary route for national transport and trade.
-
E.
Djibouti–Addis Ababa road corridor
The Djibouti–Addis Ababa road corridor is a major international transport route linking landlocked Ethiopia to global markets via Djibouti, serving as a critical artery for regional trade and logistics in the Horn of Africa.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Addis Ababa–Dire Dawa highway Target entity description: The Addis Ababa–Dire Dawa highway is a major Ethiopian roadway that links the capital with the eastern city of Dire Dawa, serving as a key transport corridor through central towns such as Bishoftu.
-
A.
Addis Ababa–Bahir Dar highway corridor
The Addis Ababa–Bahir Dar highway corridor is a major transport route in Ethiopia that connects the capital with the northern city of Bahir Dar, facilitating regional trade and mobility.
-
B.
Addis Ababa–Jimma road corridor
The Addis Ababa–Jimma road corridor is a major highway route in Ethiopia that connects the capital Addis Ababa with the southwestern city of Jimma, serving as a key transport and trade artery through regions such as the Gurage Zone.
-
C.
Addis Ababa–Adama Expressway
The Addis Ababa–Adama Expressway is Ethiopia’s first toll expressway and a major modern highway linking the capital Addis Ababa with the key regional city of Adama, significantly improving transport in the central part of the country.
-
D.
Ethiopian north–south trunk road
The Ethiopian north–south trunk road is a major arterial highway that runs the length of Ethiopia, linking key towns and cities such as Wukro and serving as a primary route for national transport and trade.
-
E.
Djibouti–Addis Ababa road corridor
The Djibouti–Addis Ababa road corridor is a major international transport route linking landlocked Ethiopia to global markets via Djibouti, serving as a critical artery for regional trade and logistics in the Horn of Africa.
- F. None of above. chosen
Provenance (2 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_69e0b4f733f081908a401c0b7beb0b9f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6d058d4dc81908398f8c75e30dc77 |
completed | April 21, 2026, 1:18 a.m. |
Created at: April 16, 2026, 12:46 p.m.