Triple
T8933877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paynesville |
E212725
|
entity |
| Predicate | roadNetworkConnection |
P11435
|
FINISHED |
| Object |
Monrovia-Gbarnga highway
The Monrovia–Gbarnga Highway is a major arterial road in Liberia that links the capital region with the inland city of Gbarnga, serving as a key route for domestic travel and commerce.
|
E767876
|
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: Monrovia-Gbarnga highway | Statement: [Paynesville, roadNetworkConnection, Monrovia-Gbarnga highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Monrovia-Gbarnga highway Context triple: [Paynesville, roadNetworkConnection, Monrovia-Gbarnga highway]
-
A.
Accra–Cape Coast highway
The Accra–Cape Coast highway is a major roadway in southern Ghana that links the capital city Accra with the historic coastal city of Cape Coast, serving as a key corridor for travel and trade.
-
B.
Accra–Akosombo road
The Accra–Akosombo road is a major highway in Ghana that connects the capital city Accra with the town of Akosombo near the Volta River and Lake Volta.
-
C.
Wa–Kumasi road
The Wa–Kumasi road is a major transport route in Ghana that links the northern town of Wa with the southern city of Kumasi, facilitating regional trade and travel.
-
D.
Bamenda–Mbouda road
The Bamenda–Mbouda road is a major roadway in western Cameroon that links the city of Bamenda with Mbouda, serving as an important regional transport corridor.
-
E.
Tanzam Highway
The Tanzam Highway is a key transport corridor in Tanzania that links the coastal city of Dar es Salaam with the landlocked nation of Zambia, facilitating regional trade and travel.
- 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: Monrovia-Gbarnga highway Triple: [Paynesville, roadNetworkConnection, Monrovia-Gbarnga highway]
Generated description
The Monrovia–Gbarnga Highway is a major arterial road in Liberia that links the capital region with the inland city of Gbarnga, serving as a key route for domestic travel and commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Monrovia-Gbarnga highway Target entity description: The Monrovia–Gbarnga Highway is a major arterial road in Liberia that links the capital region with the inland city of Gbarnga, serving as a key route for domestic travel and commerce.
-
A.
Accra–Cape Coast highway
The Accra–Cape Coast highway is a major roadway in southern Ghana that links the capital city Accra with the historic coastal city of Cape Coast, serving as a key corridor for travel and trade.
-
B.
Accra–Akosombo road
The Accra–Akosombo road is a major highway in Ghana that connects the capital city Accra with the town of Akosombo near the Volta River and Lake Volta.
-
C.
Wa–Kumasi road
The Wa–Kumasi road is a major transport route in Ghana that links the northern town of Wa with the southern city of Kumasi, facilitating regional trade and travel.
-
D.
Bamenda–Mbouda road
The Bamenda–Mbouda road is a major roadway in western Cameroon that links the city of Bamenda with Mbouda, serving as an important regional transport corridor.
-
E.
Tanzam Highway
The Tanzam Highway is a key transport corridor in Tanzania that links the coastal city of Dar es Salaam with the landlocked nation of Zambia, facilitating regional trade and travel.
- 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_69ca8395c438819087d7cb844ab5990c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc668fa87c8190bfeda820368b89e4 |
completed | April 1, 2026, 12:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1d965cc8190bad0a990df318698 |
completed | April 3, 2026, 1:34 p.m. |
| NEDg | Description generation | batch_69cfc3b3044c81908631fee4ffe5c25f |
completed | April 3, 2026, 1:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc41fca3081908d8c2515c98283de |
completed | April 3, 2026, 1:43 p.m. |
Created at: March 30, 2026, 6:57 p.m.