Triple

T8758211

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ikpeng language	`E208124`	entity
Predicate	belongsTo	`P35`	FINISHED
Object	Ikpeng culture Ikpeng culture is the traditional way of life, social organization, and spiritual practices of the Indigenous Ikpeng people of the Brazilian Amazon, closely tied to their rainforest environment and distinctive language.	`E755551`	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: Ikpeng culture | Statement: [Ikpeng language, belongsTo, Ikpeng culture]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Ikpeng culture
Context triple: [Ikpeng language, belongsTo, Ikpeng culture]

A. Tana 'Ai culture
Tana 'Ai culture is the traditional way of life, beliefs, and social organization of the Tana 'Ai people of eastern Flores in Indonesia, known for their customary law, ritual practices, and close relationship with their ancestral lands.
B. Karbi culture
Karbi culture is the traditional way of life, beliefs, rituals, and social practices of the Karbi people of Northeast India, characterized by rich oral traditions, distinctive festivals, and a strong connection to their ancestral deities and natural environment.
C. Bayu culture
Bayu culture is an ancient regional culture of southwestern China, centered around present-day Chongqing and the surrounding Sichuan Basin, known for its distinctive folk traditions, music, and historical heritage.
D. Killke culture
The Killke culture was a pre-Inca civilization in the Cusco and Sacred Valley region of Peru, known for its distinctive pottery and as a precursor to Inca architectural and cultural developments.
E. Marapu culture
Marapu culture is an indigenous ancestral belief system and way of life of the people of Sumba in Indonesia, characterized by megalithic tombs, ritual ceremonies, and a strong connection to nature and ancestral spirits.
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: Ikpeng culture
Triple: [Ikpeng language, belongsTo, Ikpeng culture]

Generated description

Ikpeng culture is the traditional way of life, social organization, and spiritual practices of the Indigenous Ikpeng people of the Brazilian Amazon, closely tied to their rainforest environment and distinctive language.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Ikpeng culture
Target entity description: Ikpeng culture is the traditional way of life, social organization, and spiritual practices of the Indigenous Ikpeng people of the Brazilian Amazon, closely tied to their rainforest environment and distinctive language.

A. Tana 'Ai culture
Tana 'Ai culture is the traditional way of life, beliefs, and social organization of the Tana 'Ai people of eastern Flores in Indonesia, known for their customary law, ritual practices, and close relationship with their ancestral lands.
B. Karbi culture
Karbi culture is the traditional way of life, beliefs, rituals, and social practices of the Karbi people of Northeast India, characterized by rich oral traditions, distinctive festivals, and a strong connection to their ancestral deities and natural environment.
C. Bayu culture
Bayu culture is an ancient regional culture of southwestern China, centered around present-day Chongqing and the surrounding Sichuan Basin, known for its distinctive folk traditions, music, and historical heritage.
D. Killke culture
The Killke culture was a pre-Inca civilization in the Cusco and Sacred Valley region of Peru, known for its distinctive pottery and as a precursor to Inca architectural and cultural developments.
E. Marapu culture
Marapu culture is an indigenous ancestral belief system and way of life of the people of Sumba in Indonesia, characterized by megalithic tombs, ritual ceremonies, and a strong connection to nature and ancestral spirits.
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_69ca835cd6b08190bd7c63db92f53c86`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5ddc2d9c81908948aee2b956cce4`	completed	March 31, 2026, 11:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf434232d08190bfee6f5ec1c0b5a6`	completed	April 3, 2026, 4:34 a.m.
NEDg	Description generation	`batch_69cf4569352c819089745287789d0b70`	completed	April 3, 2026, 4:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf45d053248190b7f7a5e2646d31b4`	completed	April 3, 2026, 4:45 a.m.

Created at: March 30, 2026, 6:40 p.m.