Triple

T1904785
Position Surface form Disambiguated ID Type / Status
Subject First Liberian Civil War E37775 entity
Predicate involvedEthnicGroup P12220 FINISHED
Object Gio people
The Gio people are an ethnic group primarily found in northeastern Liberia and neighboring Guinea, known for their distinct language, cultural traditions, and significant involvement in Liberia’s modern political and conflict history.
E256364 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: Gio people | Statement: [First Liberian Civil War, involvedEthnicGroup, Gio people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gio people
Context triple: [First Liberian Civil War, involvedEthnicGroup, Gio people]
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • C. Lio people
    The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and weaving traditions.
  • D. Tiwa people
    The Tiwa people are an indigenous ethnic group of northeastern India, primarily in Assam and Meghalaya, known for their distinct Tibeto-Burman language, agrarian lifestyle, and rich festival traditions such as Jonbeel Mela.
  • E. Teda people
    The Teda people are a subgroup of the Toubou ethnic group inhabiting the Tibesti Mountains region of northern Chad and southern Libya, traditionally known as semi-nomadic pastoralists of the central Sahara.
  • 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: Gio people
Triple: [First Liberian Civil War, involvedEthnicGroup, Gio people]
Generated description
The Gio people are an ethnic group primarily found in northeastern Liberia and neighboring Guinea, known for their distinct language, cultural traditions, and significant involvement in Liberia’s modern political and conflict history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gio people
Target entity description: The Gio people are an ethnic group primarily found in northeastern Liberia and neighboring Guinea, known for their distinct language, cultural traditions, and significant involvement in Liberia’s modern political and conflict history.
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • C. Lio people
    The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and weaving traditions.
  • D. Tiwa people
    The Tiwa people are an indigenous ethnic group of northeastern India, primarily in Assam and Meghalaya, known for their distinct Tibeto-Burman language, agrarian lifestyle, and rich festival traditions such as Jonbeel Mela.
  • E. Teda people
    The Teda people are a subgroup of the Toubou ethnic group inhabiting the Tibesti Mountains region of northern Chad and southern Libya, traditionally known as semi-nomadic pastoralists of the central Sahara.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb191b710819091a5b767550fcf61 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae892f5bac8190b1033a1eacfab7ef completed March 9, 2026, 8:47 a.m.
NEDg Description generation batch_69ae8ab5bf78819085120418a26cbe28 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b2a89788190975ab66f432f834f completed March 9, 2026, 8:56 a.m.
Created at: March 4, 2026, 7:35 p.m.