Triple
T16170271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Afmadow |
E392414
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Kismayo–Afmadow road
The Kismayo–Afmadow road is a key transport route in southern Somalia linking the inland town of Afmadow with the strategic port city of Kismayo.
|
E1197026
|
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: Kismayo–Afmadow road | Statement: [Afmadow, roadConnection, Kismayo–Afmadow road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kismayo–Afmadow road Context triple: [Afmadow, roadConnection, Kismayo–Afmadow road]
-
A.
Mogadishu–Jowhar corridor
The Mogadishu–Jowhar corridor is a key transport and agricultural belt in southern Somalia linking the capital Mogadishu with the inland town of Jowhar along the Shabelle River.
-
B.
Juba–Yei road
The Juba–Yei road is a key highway in South Sudan that links the capital Juba with the town of Yei, serving as an important route for regional trade and movement within Central Equatoria State.
-
C.
Gulu–Arua road
The Gulu–Arua road is a major highway in northern Uganda that connects the city of Gulu to Arua, facilitating regional trade and transport across several districts.
-
D.
Arusha–Namanga road
The Arusha–Namanga road is a major highway linking northern Tanzania with Kenya, serving as a key route for cross-border trade and travel between the two countries.
-
E.
Arusha–Dodoma road
The Arusha–Dodoma road is a major Tanzanian highway linking the northern city of Arusha with the national capital, Dodoma, and serving as an important route for regional travel 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: Kismayo–Afmadow road Triple: [Afmadow, roadConnection, Kismayo–Afmadow road]
Generated description
The Kismayo–Afmadow road is a key transport route in southern Somalia linking the inland town of Afmadow with the strategic port city of Kismayo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kismayo–Afmadow road Target entity description: The Kismayo–Afmadow road is a key transport route in southern Somalia linking the inland town of Afmadow with the strategic port city of Kismayo.
-
A.
Mogadishu–Jowhar corridor
The Mogadishu–Jowhar corridor is a key transport and agricultural belt in southern Somalia linking the capital Mogadishu with the inland town of Jowhar along the Shabelle River.
-
B.
Juba–Yei road
The Juba–Yei road is a key highway in South Sudan that links the capital Juba with the town of Yei, serving as an important route for regional trade and movement within Central Equatoria State.
-
C.
Gulu–Arua road
The Gulu–Arua road is a major highway in northern Uganda that connects the city of Gulu to Arua, facilitating regional trade and transport across several districts.
-
D.
Arusha–Namanga road
The Arusha–Namanga road is a major highway linking northern Tanzania with Kenya, serving as a key route for cross-border trade and travel between the two countries.
-
E.
Arusha–Dodoma road
The Arusha–Dodoma road is a major Tanzanian highway linking the northern city of Arusha with the national capital, Dodoma, and serving as an important route for regional travel 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21eb6de30819083af54b50ae5ae51 |
completed | April 17, 2026, 11:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7bd87f08190a9f2a1524e5db2ba |
completed | May 10, 2026, 3:13 a.m. |
| NEDg | Description generation | batch_69fff82b34408190ac40018f940ae370 |
completed | May 10, 2026, 3:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff8905ce48190b99f8cc3504efba2 |
completed | May 10, 2026, 3:16 a.m. |
Created at: April 10, 2026, 5:02 a.m.