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.