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.