Triple

T6548401
Position Surface form Disambiguated ID Type / Status
Subject Pamaka language E151067 entity
Predicate ethnicGroup P194 FINISHED
Object Pamaka people
The Pamaka people are an Afro-Surinamese Maroon community primarily living along the Marowijne River in eastern Suriname and neighboring French Guiana, known for their distinct culture, history of resistance to slavery, and their own Pamaka language.
E652826 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: Pamaka people | Statement: [Pamaka language, ethnicGroup, Pamaka people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pamaka people
Context triple: [Pamaka language, ethnicGroup, Pamaka people]
  • A. Puyuma people
    The Puyuma people are an Indigenous Austronesian ethnic group of southeastern Taiwan, known for their distinct language, matrilineal social structures, and rich ceremonial traditions.
  • B. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • C. Pakpak people
    The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
  • D. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • E. Bakumpai people
    The Bakumpai people are an indigenous Dayak ethnic group of central Kalimantan in Indonesia, known for their river-based livelihoods and cultural ties with neighboring Ngaju communities.
  • 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: Pamaka people
Triple: [Pamaka language, ethnicGroup, Pamaka people]
Generated description
The Pamaka people are an Afro-Surinamese Maroon community primarily living along the Marowijne River in eastern Suriname and neighboring French Guiana, known for their distinct culture, history of resistance to slavery, and their own Pamaka language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pamaka people
Target entity description: The Pamaka people are an Afro-Surinamese Maroon community primarily living along the Marowijne River in eastern Suriname and neighboring French Guiana, known for their distinct culture, history of resistance to slavery, and their own Pamaka language.
  • A. Puyuma people
    The Puyuma people are an Indigenous Austronesian ethnic group of southeastern Taiwan, known for their distinct language, matrilineal social structures, and rich ceremonial traditions.
  • B. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • C. Pakpak people
    The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
  • D. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • E. Bakumpai people
    The Bakumpai people are an indigenous Dayak ethnic group of central Kalimantan in Indonesia, known for their river-based livelihoods and cultural ties with neighboring Ngaju communities.
  • 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_69c687f3fd60819083bfa583e5bcfa71 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6adf132a88190af4553857a474ebd completed March 27, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7daf2ac9c81909a029c784cc70827 completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7dc05a1d0819088a7b3fd30978776 completed March 28, 2026, 1:47 p.m.
NED2 Entity disambiguation (via description) batch_69c7dc7cb2d48190a40523eb7b03a9ef completed March 28, 2026, 1:49 p.m.
Created at: March 27, 2026, 1:51 p.m.