Triple

T7252651
Position Surface form Disambiguated ID Type / Status
Subject Longgu language E157641 entity
Predicate ethnicity P194 FINISHED
Object Longgu people
The Longgu people are an indigenous ethnic group of the Solomon Islands, traditionally inhabiting parts of Guadalcanal and nearby areas and known for their distinct Austronesian language and local cultural practices.
E651425 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: Longgu people | Statement: [Longgu language, ethnicity, Longgu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Longgu people
Context triple: [Longgu language, ethnicity, Longgu people]
  • A. Dawan people
    The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
  • B. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • C. Luilang people
    The Luilang people are an indigenous Taiwanese ethnic group historically inhabiting parts of northern Taiwan, known for their now-extinct Austronesian Luilang language and distinct cultural traditions.
  • D. Manyu peoples
    The Manyu peoples are an ethnic group indigenous to the forested borderlands of southwestern Cameroon and southeastern Nigeria, known for their rich oral traditions, agriculture, and cross-border cultural ties.
  • E. Paipai people
    The Paipai people are an Indigenous group native to northern Baja California, Mexico, known for their traditional culture and their now-endangered Paipai language of the Yuman family.
  • 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: Longgu people
Triple: [Longgu language, ethnicity, Longgu people]
Generated description
The Longgu people are an indigenous ethnic group of the Solomon Islands, traditionally inhabiting parts of Guadalcanal and nearby areas and known for their distinct Austronesian language and local cultural practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Longgu people
Target entity description: The Longgu people are an indigenous ethnic group of the Solomon Islands, traditionally inhabiting parts of Guadalcanal and nearby areas and known for their distinct Austronesian language and local cultural practices.
  • A. Dawan people
    The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
  • B. Luo people
    The Luo people are a Nilotic ethnic group of East Africa, primarily found in western Kenya and northern Tanzania, known for their rich oral traditions, fishing culture, and significant influence in regional politics and society.
  • C. Luilang people
    The Luilang people are an indigenous Taiwanese ethnic group historically inhabiting parts of northern Taiwan, known for their now-extinct Austronesian Luilang language and distinct cultural traditions.
  • D. Manyu peoples
    The Manyu peoples are an ethnic group indigenous to the forested borderlands of southwestern Cameroon and southeastern Nigeria, known for their rich oral traditions, agriculture, and cross-border cultural ties.
  • E. Paipai people
    The Paipai people are an Indigenous group native to northern Baja California, Mexico, known for their traditional culture and their now-endangered Paipai language of the Yuman family.
  • 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_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea9d41908190bb76c6a5b9d5b1a2 completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3ac0de88190990c1ef25636260c completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d4141ecc8190a5c9d1f9f334abb2 completed March 28, 2026, 1:13 p.m.
NED2 Entity disambiguation (via description) batch_69c7d4a4b6288190abc3277e1447163a completed March 28, 2026, 1:16 p.m.
Created at: March 27, 2026, 2:56 p.m.