Triple

T19159210
Position Surface form Disambiguated ID Type / Status
Subject San Pedro River valley E469005 entity
Predicate hasArchaeologicalPeriod P9594 FINISHED
Object Atacameño (Likan Antai) culture
The Atacameño (Likan Antai) culture is an Indigenous Andean society of the Atacama Desert known for its oasis-based agriculture, caravan trade, and rich pre-Columbian archaeological heritage.
E1362392 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: Atacameño (Likan Antai) culture | Statement: [San Pedro River valley, hasArchaeologicalPeriod, Atacameño (Likan Antai) culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atacameño (Likan Antai) culture
Context triple: [San Pedro River valley, hasArchaeologicalPeriod, Atacameño (Likan Antai) culture]
  • A. Calchaquí culture
    The Calchaquí culture was a pre-Columbian indigenous civilization of the northwest Argentine Andes, noted for its fortified settlements, advanced agriculture, and distinctive ceramics.
  • B. Tepehuán culture
    Tepehuán culture is an indigenous Mesoamerican cultural tradition of the Tepehuán people of northern Mexico, characterized by distinct languages, rituals, and communal agrarian lifeways.
  • C. Huarpa culture
    Huarpa culture was a pre-Columbian Andean society in the central highlands of Peru that laid important cultural and political foundations later developed by the Wari Empire.
  • D. Tsáchila culture
    Tsáchila culture is the traditional way of life of the Tsáchila (Colorados) people of Ecuador, known for their distinctive red-dyed hair, shamanic practices, and close relationship with the rainforest environment.
  • E. Pukara culture
    The Pukara culture was an early highland Andean civilization centered around Lake Titicaca, known for its monumental architecture, distinctive polychrome ceramics, and role as a precursor to later cultures such as Tiwanaku.
  • 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: Atacameño (Likan Antai) culture
Triple: [San Pedro River valley, hasArchaeologicalPeriod, Atacameño (Likan Antai) culture]
Generated description
The Atacameño (Likan Antai) culture is an Indigenous Andean society of the Atacama Desert known for its oasis-based agriculture, caravan trade, and rich pre-Columbian archaeological heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atacameño (Likan Antai) culture
Target entity description: The Atacameño (Likan Antai) culture is an Indigenous Andean society of the Atacama Desert known for its oasis-based agriculture, caravan trade, and rich pre-Columbian archaeological heritage.
  • A. Calchaquí culture
    The Calchaquí culture was a pre-Columbian indigenous civilization of the northwest Argentine Andes, noted for its fortified settlements, advanced agriculture, and distinctive ceramics.
  • B. Tepehuán culture
    Tepehuán culture is an indigenous Mesoamerican cultural tradition of the Tepehuán people of northern Mexico, characterized by distinct languages, rituals, and communal agrarian lifeways.
  • C. Huarpa culture
    Huarpa culture was a pre-Columbian Andean society in the central highlands of Peru that laid important cultural and political foundations later developed by the Wari Empire.
  • D. Tsáchila culture
    Tsáchila culture is the traditional way of life of the Tsáchila (Colorados) people of Ecuador, known for their distinctive red-dyed hair, shamanic practices, and close relationship with the rainforest environment.
  • E. Pukara culture
    The Pukara culture was an early highland Andean civilization centered around Lake Titicaca, known for its monumental architecture, distinctive polychrome ceramics, and role as a precursor to later cultures such as Tiwanaku.
  • 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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5eebb573081909fcd6af8aff8692b completed April 20, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f8a7e1fc81909e72a9c40d0528e4 completed May 15, 2026, 10:42 a.m.
NEDg Description generation batch_6a06f91fe48081909cb332dca4bdb1f4 completed May 15, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_6a06f9a5bddc8190acb60a66c5fc3536 completed May 15, 2026, 10:47 a.m.
Created at: April 10, 2026, 12:06 p.m.