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.