Triple

T9460870
Position Surface form Disambiguated ID Type / Status
Subject Parachi E228140 entity
Predicate spokenBy P2181 FINISHED
Object Parachi people
The Parachi people are a small ethnic group native to eastern Afghanistan, known for preserving the endangered Parachi language and maintaining distinct cultural traditions.
 E819402 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: Parachi people | Statement: [Parachi, spokenBy, Parachi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Parachi people
Context triple: [Parachi, spokenBy, Parachi people]
  • A. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • B. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • C. Thari people
    The Thari people are an indigenous ethnic community primarily inhabiting Pakistan’s Thar Desert, known for their distinct language (Dhatki/Thari), vibrant folk culture, and traditions shaped by a harsh arid environment.
  • D. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • E. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • 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: Parachi people
Triple: [Parachi, spokenBy, Parachi people]
Generated description
The Parachi people are a small ethnic group native to eastern Afghanistan, known for preserving the endangered Parachi language and maintaining distinct cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Parachi people
Target entity description: The Parachi people are a small ethnic group native to eastern Afghanistan, known for preserving the endangered Parachi language and maintaining distinct cultural traditions.
  • A. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • B. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • C. Thari people
    The Thari people are an indigenous ethnic community primarily inhabiting Pakistan’s Thar Desert, known for their distinct language (Dhatki/Thari), vibrant folk culture, and traditions shaped by a harsh arid environment.
  • D. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • E. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • 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_69ca843b123881909b0e60028475d12d completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7fcaf610819092bcd3b871665aa5 completed April 1, 2026, 8:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1bca63c3c819084aec1c0bb962ffe completed April 5, 2026, 1:36 a.m.
NEDg Description generation batch_69d1bd42e3888190b13970710a9620d7 completed April 5, 2026, 1:39 a.m.
NED2 Entity disambiguation (via description) batch_69d1bdd5ec94819083edd1cb2c9598a0 completed April 5, 2026, 1:41 a.m.
Created at: March 30, 2026, 7:52 p.m.