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.