Triple

T15470405
Position Surface form Disambiguated ID Type / Status
Subject Achumawi language E372144 entity
Predicate languageFamily P1047 FINISHED
Object Palaihnihan
Palaihnihan is a small Native American language family of northern California, traditionally including the closely related Achumawi and Atsugewi languages.
 E1159795 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: Palaihnihan | Statement: [Achumawi language, languageFamily, Palaihnihan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palaihnihan
Context triple: [Achumawi language, languageFamily, Palaihnihan]
  • A. Paihia
    Paihia is a popular coastal town in New Zealand’s Bay of Islands, known as a gateway to the historic Waitangi Treaty Grounds and for its scenic beaches and marine activities.
  • B. Palaia
    Palaia is a historic hilltop town in Tuscany, central Italy, known for its medieval architecture, scenic countryside, and traditional rural culture.
  • C. Paranesti
    Paranesti is a small town and municipality in northeastern Greece, known for its mountainous landscapes, forests, and proximity to the Nestos River.
  • D. Palakkad
    Palakkad is a city in the state of Kerala, India, known as the "Gateway of Kerala" and noted for its historic fort, paddy fields, and proximity to the Western Ghats.
  • E. Palapye
    Palapye is a rapidly growing town in central Botswana that serves as a key commercial and transport hub along the country’s main north–south corridor.
  • 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: Palaihnihan
Triple: [Achumawi language, languageFamily, Palaihnihan]
Generated description
Palaihnihan is a small Native American language family of northern California, traditionally including the closely related Achumawi and Atsugewi languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palaihnihan
Target entity description: Palaihnihan is a small Native American language family of northern California, traditionally including the closely related Achumawi and Atsugewi languages.
  • A. Paihia
    Paihia is a popular coastal town in New Zealand’s Bay of Islands, known as a gateway to the historic Waitangi Treaty Grounds and for its scenic beaches and marine activities.
  • B. Palaia
    Palaia is a historic hilltop town in Tuscany, central Italy, known for its medieval architecture, scenic countryside, and traditional rural culture.
  • C. Paranesti
    Paranesti is a small town and municipality in northeastern Greece, known for its mountainous landscapes, forests, and proximity to the Nestos River.
  • D. Palakkad
    Palakkad is a city in the state of Kerala, India, known as the "Gateway of Kerala" and noted for its historic fort, paddy fields, and proximity to the Western Ghats.
  • E. Palapye
    Palapye is a rapidly growing town in central Botswana that serves as a key commercial and transport hub along the country’s main north–south corridor.
  • 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_69d85cc8bd308190886949510b42e764 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f6b49788190b270fdfe92646842 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d0543f881909dfbbc77f2a96a1a completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff2e7bf8c881909fecb6cf86bc32f2 completed May 9, 2026, 12:54 p.m.
NED2 Entity disambiguation (via description) batch_69ff331c267c8190bbc26ddd47273be7 completed May 9, 2026, 1:14 p.m.
Created at: April 10, 2026, 3:33 a.m.