Triple
T1350815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mayan languages |
E28875
|
entity |
| Predicate | includesLanguage |
P2177
|
FINISHED |
| Object |
Akatek
Akatek is a Mayan language spoken primarily by indigenous communities in the highlands of Guatemala.
|
E166217
|
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: Akatek | Statement: [Mayan languages, includesLanguage, Akatek]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akatek Context triple: [Mayan languages, includesLanguage, Akatek]
-
A.
Acolhua
The Acolhua were a Nahua-speaking Mesoamerican people of central Mexico, closely allied with the Aztecs and centered in the city-state of Texcoco.
-
B.
Tepanec
The Tepanec were a powerful Nahua-speaking people of central Mexico who dominated the Valley of Mexico before being defeated by the Aztec-led Triple Alliance in the 15th century.
-
C.
Huastec
Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
-
D.
Mexica
The Mexica were a Nahuatl-speaking indigenous people of central Mexico who founded the Aztec capital of Tenochtitlan and became the dominant power in the Aztec Empire.
-
E.
Totonac
Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
- 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: Akatek Triple: [Mayan languages, includesLanguage, Akatek]
Generated description
Akatek is a Mayan language spoken primarily by indigenous communities in the highlands of Guatemala.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Akatek Target entity description: Akatek is a Mayan language spoken primarily by indigenous communities in the highlands of Guatemala.
-
A.
Acolhua
The Acolhua were a Nahua-speaking Mesoamerican people of central Mexico, closely allied with the Aztecs and centered in the city-state of Texcoco.
-
B.
Tepanec
The Tepanec were a powerful Nahua-speaking people of central Mexico who dominated the Valley of Mexico before being defeated by the Aztec-led Triple Alliance in the 15th century.
-
C.
Huastec
Huastec is a Mayan language spoken by the Huastec people primarily in northeastern Mexico, especially in parts of Veracruz and neighboring states.
-
D.
Mexica
The Mexica were a Nahuatl-speaking indigenous people of central Mexico who founded the Aztec capital of Tenochtitlan and became the dominant power in the Aztec Empire.
-
E.
Totonac
Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c26981d081909ca3b8d8cdf7cf2e |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad08a7ed5c8190b9f99a6f4524eae8 |
completed | March 8, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69ad0bbf5d748190ae09c951d0bab9b6 |
completed | March 8, 2026, 5:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0c18e35481909c19c6888b322d78 |
completed | March 8, 2026, 5:41 a.m. |
Created at: March 1, 2026, 7:56 p.m.