Triple

T15396905
Position Surface form Disambiguated ID Type / Status
Subject Delta–California Yuman E368198 entity
Predicate hasRelationTo P37 FINISHED
Object Colorado River Yuman languages
The Colorado River Yuman languages are a group of closely related Indigenous languages spoken by Yuman peoples along the lower Colorado River region of the southwestern United States and northwestern Mexico.
E1154054 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: Colorado River Yuman languages | Statement: [Delta–California Yuman, hasRelationTo, Colorado River Yuman languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Colorado River Yuman languages
Context triple: [Delta–California Yuman, hasRelationTo, Colorado River Yuman languages]
  • A. Colorado River Numic
    Colorado River Numic is a branch of the Numic subgroup of Uto-Aztecan languages spoken historically along the lower Colorado River region of the southwestern United States.
  • B. Colorado River Basin
    The Colorado River Basin is the vast watershed in the western United States and northern Mexico that collects and channels water from multiple states and tributaries into the Colorado River, supporting major ecosystems, agriculture, and cities across an arid region.
  • C. Colorado River
    The Colorado River is a major waterway of the southwestern United States and northern Mexico, renowned for carving the Grand Canyon and serving as a crucial water source for arid regions and Indigenous communities.
  • D. Colorado River
    The Colorado River in Argentina is a major watercourse in the south-central part of the country that flows eastward from the Andes to the Atlantic Ocean, forming part of the boundary of Buenos Aires Province and supporting regional agriculture and irrigation.
  • E. San Juan River basin
    The San Juan River basin is a major watershed in western Colombia known for its extensive rainforest, high biodiversity, and heavy rainfall draining into the Pacific Ocean.
  • 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: Colorado River Yuman languages
Triple: [Delta–California Yuman, hasRelationTo, Colorado River Yuman languages]
Generated description
The Colorado River Yuman languages are a group of closely related Indigenous languages spoken by Yuman peoples along the lower Colorado River region of the southwestern United States and northwestern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Colorado River Yuman languages
Target entity description: The Colorado River Yuman languages are a group of closely related Indigenous languages spoken by Yuman peoples along the lower Colorado River region of the southwestern United States and northwestern Mexico.
  • A. Colorado River Numic
    Colorado River Numic is a branch of the Numic subgroup of Uto-Aztecan languages spoken historically along the lower Colorado River region of the southwestern United States.
  • B. Colorado River Basin
    The Colorado River Basin is the vast watershed in the western United States and northern Mexico that collects and channels water from multiple states and tributaries into the Colorado River, supporting major ecosystems, agriculture, and cities across an arid region.
  • C. Colorado River
    The Colorado River is a major waterway of the southwestern United States and northern Mexico, renowned for carving the Grand Canyon and serving as a crucial water source for arid regions and Indigenous communities.
  • D. Colorado River
    The Colorado River in Argentina is a major watercourse in the south-central part of the country that flows eastward from the Andes to the Atlantic Ocean, forming part of the boundary of Buenos Aires Province and supporting regional agriculture and irrigation.
  • E. San Juan River basin
    The San Juan River basin is a major watershed in western Colombia known for its extensive rainforest, high biodiversity, and heavy rainfall draining into the Pacific Ocean.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8c5d40819086622b70edcb6294 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff13542c908190abf765b0530c76ce completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff14042ce8819084817836b096f175 completed May 9, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69ff14745a8c81909b10d6b21b88b50b completed May 9, 2026, 11:03 a.m.
Created at: April 10, 2026, 3:19 a.m.