Triple

T2167653
Position Surface form Disambiguated ID Type / Status
Subject Wari Empire E46946 entity
Predicate precededBy P97 FINISHED
Object 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.
E239700 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: Huarpa culture | Statement: [Wari Empire, precededBy, Huarpa culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huarpa culture
Context triple: [Wari Empire, precededBy, Huarpa culture]
  • A. Matlatzinca culture
    The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
  • B. Lambayeque culture
    The Lambayeque culture was a pre-Columbian civilization of northern coastal Peru, renowned for its elaborate gold metallurgy, monumental adobe pyramids, and distinctive Sicán-style iconography.
  • C. Chimu culture
    The Chimu culture was a powerful pre-Columbian civilization on Peru’s northern coast, renowned for its adobe city of Chan Chan and sophisticated irrigation, metallurgy, and textile production before its conquest by the Inca.
  • D. Moche culture
    The Moche culture was an influential pre-Columbian civilization on Peru’s northern coast, renowned for its sophisticated irrigation systems, monumental adobe pyramids, and highly detailed ceramics depicting daily life, warfare, and ritual.
  • E. Recuay culture
    The Recuay culture was a pre-Columbian Andean civilization of the north-central highlands of present-day Peru, noted for its distinctive stone architecture, sculptural art, and elaborate ceramic traditions.
  • 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: Huarpa culture
Triple: [Wari Empire, precededBy, Huarpa culture]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huarpa culture
Target entity description: 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.
  • A. Matlatzinca culture
    The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
  • B. Lambayeque culture
    The Lambayeque culture was a pre-Columbian civilization of northern coastal Peru, renowned for its elaborate gold metallurgy, monumental adobe pyramids, and distinctive Sicán-style iconography.
  • C. Chimu culture
    The Chimu culture was a powerful pre-Columbian civilization on Peru’s northern coast, renowned for its adobe city of Chan Chan and sophisticated irrigation, metallurgy, and textile production before its conquest by the Inca.
  • D. Moche culture
    The Moche culture was an influential pre-Columbian civilization on Peru’s northern coast, renowned for its sophisticated irrigation systems, monumental adobe pyramids, and highly detailed ceramics depicting daily life, warfare, and ritual.
  • E. Recuay culture
    The Recuay culture was a pre-Columbian Andean civilization of the north-central highlands of present-day Peru, noted for its distinctive stone architecture, sculptural art, and elaborate ceramic traditions.
  • 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_69a88a184cbc8190877791f6552c2484 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbeac9d688190bfa68715e173771e completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58f26334819095202544d37e6850 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5a2055488190855ac173d1e3ad11 completed March 9, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a810b588190a1bb538be46b2010 completed March 9, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:45 p.m.