Triple

T8327796
Position Surface form Disambiguated ID Type / Status
Subject Lofa County E194997 entity
Predicate ethnicGroup P194 FINISHED
Object Lorma people
The Lorma people are an indigenous ethnic group of Liberia, primarily inhabiting the forested regions of the country's northwest and known for their rich oral traditions and cultural practices.
E760570 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: Lorma people | Statement: [Lofa County, ethnicGroup, Lorma people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lorma people
Context triple: [Lofa County, ethnicGroup, Lorma people]
  • A. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • B. Dorla people
    The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
  • C. Segeju people
    The Segeju people are an ethnic group of the East African coast, primarily in Kenya and Tanzania, known for their Sabaki-related language and a cultural heritage shaped by both coastal and inland influences.
  • D. Lamboya people
    The Lamboya people are an indigenous ethnic group from Sumba Island in eastern Indonesia, known for their distinct culture, traditional rituals, and use of the Lamboya language.
  • E. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • 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: Lorma people
Triple: [Lofa County, ethnicGroup, Lorma people]
Generated description
The Lorma people are an indigenous ethnic group of Liberia, primarily inhabiting the forested regions of the country's northwest and known for their rich oral traditions and cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lorma people
Target entity description: The Lorma people are an indigenous ethnic group of Liberia, primarily inhabiting the forested regions of the country's northwest and known for their rich oral traditions and cultural practices.
  • A. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and cultural traditions.
  • B. Dorla people
    The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
  • C. Segeju people
    The Segeju people are an ethnic group of the East African coast, primarily in Kenya and Tanzania, known for their Sabaki-related language and a cultural heritage shaped by both coastal and inland influences.
  • D. Lamboya people
    The Lamboya people are an indigenous ethnic group from Sumba Island in eastern Indonesia, known for their distinct culture, traditional rituals, and use of the Lamboya language.
  • E. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • 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_69cf8855a9c081909721a2efdc06d778 completed April 3, 2026, 9:28 a.m.
NEDg Description generation batch_69cf8a8c87dc81909d5c0d769341b17c completed April 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf8b79a0b48190a29491f5f8f81217 completed April 3, 2026, 9:42 a.m.
Created at: March 30, 2026, 5:56 p.m.