Triple

T5236221
Position Surface form Disambiguated ID Type / Status
Subject Southeastern Peru E118226 entity
Predicate hasIndigenousPeoples P1898 FINISHED
Object Harakmbut
The Harakmbut are an indigenous people of the Peruvian Amazon known for their distinct languages, forest-based livelihoods, and deep cultural ties to the Madre de Dios region.
 E505447 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: Harakmbut | Statement: [Southeastern Peru, hasIndigenousPeoples, Harakmbut]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Harakmbut
Context triple: [Southeastern Peru, hasIndigenousPeoples, Harakmbut]
  • A. Huajicori
    Huajicori is a small municipality and town located in the northern part of the Mexican state of Nayarit.
  • B. Tagakaulo
    Tagakaulo are an indigenous ethnic group in the southern Philippines, traditionally inhabiting parts of Mindanao and known for their distinct language and cultural practices.
  • C. Bhaca
    Bhaca are a Xhosa-related ethnic group of South Africa known for their distinct language variety, cultural traditions, and historical chiefdoms in the Eastern Cape region.
  • D. Yambu
    Yambu is a coastal city in western Saudi Arabia on the Red Sea, known as an important port and industrial center.
  • E. Hanacaraka
    Hanacaraka is the traditional Javanese writing system used historically on the island of Java for literary, religious, and everyday texts.
  • 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: Harakmbut
Triple: [Southeastern Peru, hasIndigenousPeoples, Harakmbut]
Generated description
The Harakmbut are an indigenous people of the Peruvian Amazon known for their distinct languages, forest-based livelihoods, and deep cultural ties to the Madre de Dios region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Harakmbut
Target entity description: The Harakmbut are an indigenous people of the Peruvian Amazon known for their distinct languages, forest-based livelihoods, and deep cultural ties to the Madre de Dios region.
  • A. Huajicori
    Huajicori is a small municipality and town located in the northern part of the Mexican state of Nayarit.
  • B. Tagakaulo
    Tagakaulo are an indigenous ethnic group in the southern Philippines, traditionally inhabiting parts of Mindanao and known for their distinct language and cultural practices.
  • C. Bhaca
    Bhaca are a Xhosa-related ethnic group of South Africa known for their distinct language variety, cultural traditions, and historical chiefdoms in the Eastern Cape region.
  • D. Yambu
    Yambu is a coastal city in western Saudi Arabia on the Red Sea, known as an important port and industrial center.
  • E. Hanacaraka
    Hanacaraka is the traditional Javanese writing system used historically on the island of Java for literary, religious, and everyday texts.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b2595c88190b4ca0b99c2f31472 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef81cca948190ab00302787367f43 completed March 21, 2026, 7:57 p.m.
NEDg Description generation batch_69befa15850481908fd414672620e0a3 completed March 21, 2026, 8:05 p.m.
NED2 Entity disambiguation (via description) batch_69befa65a42c81908b8fe5661e9567cb completed March 21, 2026, 8:07 p.m.
Created at: March 20, 2026, 1:49 p.m.