Triple
T17881819
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kiunga |
E447103
|
entity |
| Predicate | roadType |
P1019
|
FINISHED |
| Object | Kiunga–Tabubil 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: Kiunga–Tabubil Highway | Statement: [Kiunga, roadType, Kiunga–Tabubil Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kiunga–Tabubil Highway Context triple: [Kiunga, roadType, Kiunga–Tabubil Highway]
-
A.
Karuma–Pakwach road
The Karuma–Pakwach road is a major transport route in northern Uganda that connects the Karuma area to the town of Pakwach, facilitating regional trade and access to Murchison Falls National Park.
-
B.
Kabale–Kisoro road
The Kabale–Kisoro road is a major highway in southwestern Uganda that connects the town of Kabale to Kisoro near the borders with Rwanda and the Democratic Republic of the Congo, serving as an important route for regional trade and tourism.
-
C.
Kukum Highway
Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
-
D.
Kola Highway
The Kola Highway is a major Russian federal road that runs through Karelia and Murmansk Oblast, linking central Russia with the Kola Peninsula and the Barents Sea coast.
-
E.
Kitgum–Nimule Road
Kitgum–Nimule Road is a major transport corridor in northern Uganda that connects the town of Kitgum to the South Sudan border near Nimule, facilitating regional trade and movement.
- 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: Kiunga–Tabubil Highway Target entity description: The Kiunga–Tabubil Highway is a major road in Papua New Guinea that connects the river port town of Kiunga with the mining town of Tabubil, serving as a key transport route for people and mineral exports in the region.
-
A.
Karuma–Pakwach road
The Karuma–Pakwach road is a major transport route in northern Uganda that connects the Karuma area to the town of Pakwach, facilitating regional trade and access to Murchison Falls National Park.
-
B.
Kabale–Kisoro road
The Kabale–Kisoro road is a major highway in southwestern Uganda that connects the town of Kabale to Kisoro near the borders with Rwanda and the Democratic Republic of the Congo, serving as an important route for regional trade and tourism.
-
C.
Kukum Highway
Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
-
D.
Kola Highway
The Kola Highway is a major Russian federal road that runs through Karelia and Murmansk Oblast, linking central Russia with the Kola Peninsula and the Barents Sea coast.
-
E.
Kitgum–Nimule Road
Kitgum–Nimule Road is a major transport corridor in northern Uganda that connects the town of Kitgum to the South Sudan border near Nimule, facilitating regional trade and movement.
- 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_69d8b9f4c22c819093c2680434472894 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49c0f40fc8190b2e615b41829f5df |
completed | April 19, 2026, 9:10 a.m. |
Created at: April 10, 2026, 10:18 a.m.