Triple

T21794107
Position Surface form Disambiguated ID Type / Status
Subject Chácobo E538048 entity
Predicate family P566 FINISHED
Object Panoan
Panoan is a family of indigenous languages spoken primarily in the western Amazon basin of South America.
 E1502783 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: Panoan | Statement: [Chácobo, family, Panoan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Panoan
Context triple: [Chácobo, family, Panoan]
  • A. Panao
    Panao is a small Andean town in central Peru known as an administrative and commercial center for the surrounding rural region.
  • B. Palipana
    Palipana is a reclusive, blind epigrapher and former academic in Michael Ondaatje’s novel "Anil’s Ghost," known for his controversial scholarship and enigmatic role in uncovering Sri Lanka’s buried histories.
  • C. Panium
    Panium was an ancient town in the Levant, near the sources of the Jordan River, known as the site of a decisive Hellenistic battle between the Seleucid and Ptolemaic kingdoms.
  • D. Karapana
    Karapana is an indigenous Tucanoan language spoken by a small ethnic group in the northwestern Amazon region of Colombia and Brazil.
  • E. Pira-Yine
    Pira-Yine is an indigenous language of the Arawakan family spoken by the Yine people in the Amazonian region of Peru.
  • 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: Panoan
Triple: [Chácobo, family, Panoan]
Generated description
Panoan is a family of indigenous languages spoken primarily in the western Amazon basin of South America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Panoan
Target entity description: Panoan is a family of indigenous languages spoken primarily in the western Amazon basin of South America.
  • A. Panao
    Panao is a small Andean town in central Peru known as an administrative and commercial center for the surrounding rural region.
  • B. Palipana
    Palipana is a reclusive, blind epigrapher and former academic in Michael Ondaatje’s novel "Anil’s Ghost," known for his controversial scholarship and enigmatic role in uncovering Sri Lanka’s buried histories.
  • C. Panium
    Panium was an ancient town in the Levant, near the sources of the Jordan River, known as the site of a decisive Hellenistic battle between the Seleucid and Ptolemaic kingdoms.
  • D. Karapana
    Karapana is an indigenous Tucanoan language spoken by a small ethnic group in the northwestern Amazon region of Colombia and Brazil.
  • E. Pira-Yine
    Pira-Yine is an indigenous language of the Arawakan family spoken by the Yine people in the Amazonian region of Peru.
  • 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_69e0c4733f4081909a86622e7e6d15d2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0622329b08190b8cd9be714aca456 completed April 28, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e773bd0819097e0ce7c57b05f72 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f31d4788190a5b7d3678c2dd432 completed May 17, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0a402328f88190aedece0522614d71 completed May 17, 2026, 10:24 p.m.
Created at: April 16, 2026, 6:52 p.m.