Triple

T10859679
Position Surface form Disambiguated ID Type / Status
Subject Gio people E256364 entity
Predicate crossBorderPresence P82332 FINISHED
Object Guinea–Liberia borderlands
The Guinea–Liberia borderlands are a culturally interconnected frontier region in West Africa characterized by shared ethnic communities, trade, and social ties that span the national boundary between Guinea and Liberia.
E888553 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: Guinea–Liberia borderlands | Statement: [Gio people, crossBorderPresence, Guinea–Liberia borderlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Guinea–Liberia borderlands
Context triple: [Gio people, crossBorderPresence, Guinea–Liberia borderlands]
  • A. Togo–Ghana border region
    The Togo–Ghana border region is a transboundary area in West Africa characterized by shared river basins, including the Oti River, and a mix of cultural, linguistic, and ecological zones spanning both countries.
  • B. Burkina Faso–Togo border region
    The Burkina Faso–Togo border region is a sparsely populated West African frontier area characterized by savanna landscapes, cross-border ethnic communities, and shared river systems that support agriculture and pastoralism.
  • C. Northwestern Sierra Leone
    Northwestern Sierra Leone is a geographic area of Sierra Leone that serves as a primary homeland and cultural center for the Temne people.
  • D. Benin–Togo border region
    The Benin–Togo border region is a West African area characterized by shared cultural ties and diverse landscapes, including river basins, savannas, and agricultural zones that span both countries.
  • E. Liberia
    Liberia is a West African nation founded by formerly enslaved people from the United States, known for being Africa’s first modern republic and maintaining close historical ties with the U.S.
  • 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: Guinea–Liberia borderlands
Triple: [Gio people, crossBorderPresence, Guinea–Liberia borderlands]
Generated description
The Guinea–Liberia borderlands are a culturally interconnected frontier region in West Africa characterized by shared ethnic communities, trade, and social ties that span the national boundary between Guinea and Liberia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Guinea–Liberia borderlands
Target entity description: The Guinea–Liberia borderlands are a culturally interconnected frontier region in West Africa characterized by shared ethnic communities, trade, and social ties that span the national boundary between Guinea and Liberia.
  • A. Togo–Ghana border region
    The Togo–Ghana border region is a transboundary area in West Africa characterized by shared river basins, including the Oti River, and a mix of cultural, linguistic, and ecological zones spanning both countries.
  • B. Burkina Faso–Togo border region
    The Burkina Faso–Togo border region is a sparsely populated West African frontier area characterized by savanna landscapes, cross-border ethnic communities, and shared river systems that support agriculture and pastoralism.
  • C. Northwestern Sierra Leone
    Northwestern Sierra Leone is a geographic area of Sierra Leone that serves as a primary homeland and cultural center for the Temne people.
  • D. Benin–Togo border region
    The Benin–Togo border region is a West African area characterized by shared cultural ties and diverse landscapes, including river basins, savannas, and agricultural zones that span both countries.
  • E. Liberia
    Liberia is a West African nation founded by formerly enslaved people from the United States, known for being Africa’s first modern republic and maintaining close historical ties with the U.S.
  • 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_69d6aa83d1448190a66d93c32394d21f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75150ceb88190a70356d12ce130c5 completed April 9, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb1a0a9188190be0e9677884f3e93 completed April 14, 2026, 9:29 p.m.
NEDg Description generation batch_69deb544eff88190b182e5d753b07df7 completed April 14, 2026, 9:44 p.m.
NED2 Entity disambiguation (via description) batch_69deb6973af481909b30489aaee94149 completed April 14, 2026, 9:50 p.m.
Created at: April 8, 2026, 9:20 p.m.