Triple

T8327799
Position Surface form Disambiguated ID Type / Status
Subject Lofa County E194997 entity
Predicate ethnicGroup P194 FINISHED
Object Gbandi people
The Gbandi people are an ethnic group of Liberia known for their distinct language and cultural traditions, primarily inhabiting the country’s northern regions.
E725272 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: Gbandi people | Statement: [Lofa County, ethnicGroup, Gbandi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gbandi people
Context triple: [Lofa County, ethnicGroup, Gbandi people]
  • A. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • B. Raga people
    The Raga people are an indigenous community of northern Pentecost Island in Vanuatu, known for their distinct Austronesian culture and language as well as traditional practices like land diving.
  • C. Ghari people
    The Ghari people are an indigenous Melanesian community of the Solomon Islands, traditionally associated with the Ghari language and distinct local cultural practices.
  • D. Bajuni people
    The Bajuni people are a Swahili-speaking coastal community traditionally engaged in fishing and trade along the islands and shores of southern Somalia and northern Kenya.
  • E. Kharia people
    The Kharia people are an indigenous Adivasi community of eastern and central India, traditionally speaking a Munda language and known for their distinct tribal culture and close ties to forest-based livelihoods.
  • 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: Gbandi people
Triple: [Lofa County, ethnicGroup, Gbandi people]
Generated description
The Gbandi people are an ethnic group of Liberia known for their distinct language and cultural traditions, primarily inhabiting the country’s northern regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gbandi people
Target entity description: The Gbandi people are an ethnic group of Liberia known for their distinct language and cultural traditions, primarily inhabiting the country’s northern regions.
  • A. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • B. Raga people
    The Raga people are an indigenous community of northern Pentecost Island in Vanuatu, known for their distinct Austronesian culture and language as well as traditional practices like land diving.
  • C. Ghari people
    The Ghari people are an indigenous Melanesian community of the Solomon Islands, traditionally associated with the Ghari language and distinct local cultural practices.
  • D. Bajuni people
    The Bajuni people are a Swahili-speaking coastal community traditionally engaged in fishing and trade along the islands and shores of southern Somalia and northern Kenya.
  • E. Kharia people
    The Kharia people are an indigenous Adivasi community of eastern and central India, traditionally speaking a Munda language and known for their distinct tribal culture and close ties to forest-based livelihoods.
  • 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_69ca82e87f2c8190bdb71ee29dfc642d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f8243288190b1ae74d69395fc91 completed March 31, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd95b92708819097795498f9ebcdfc completed April 1, 2026, 10:01 p.m.
NEDg Description generation batch_69cdab60ec308190a9001f9235e556b4 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2e3457c8190a2d0cb6eeb81c9ef completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:56 p.m.