Triple
T16851283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atitlán watershed region |
E409680
|
entity |
| Predicate | inhabitedBy |
P6481
|
FINISHED |
| Object |
K’iche’ Maya communities
K’iche’ Maya communities are Indigenous groups in the Guatemalan highlands who maintain a rich tradition of Mayan language, agriculture, and spiritual practices closely tied to their ancestral lands.
|
E1239618
|
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: K’iche’ Maya communities | Statement: [Atitlán watershed region, inhabitedBy, K’iche’ Maya communities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: K’iche’ Maya communities Context triple: [Atitlán watershed region, inhabitedBy, K’iche’ Maya communities]
-
A.
Tz’utujil Maya communities
Tz’utujil Maya communities are Indigenous groups in Guatemala known for their rich Mayan linguistic heritage, traditional weaving and agriculture, and strong communal and spiritual ties to the Lake Atitlán region.
-
B.
Kaqchikel Maya communities
Kaqchikel Maya communities are Indigenous peoples of the Guatemalan highlands, known for their Mayan language, traditional agriculture, and rich cultural heritage expressed through textiles, rituals, and communal governance.
-
C.
Chol Maya communities
Chol Maya communities are indigenous groups in southern Mexico who speak the Chol Mayan language and maintain traditional agricultural, spiritual, and cultural practices closely tied to the rainforest environment.
-
D.
Maya resistance in Yucatán
The Maya resistance in Yucatán was a prolonged series of indigenous uprisings and guerrilla struggles by the Maya peoples against Spanish colonial and later Mexican rule in the Yucatán Peninsula.
-
E.
Chinantec communities
Chinantec communities are indigenous groups in Mexico known for their distinct Chinantec languages, traditional agricultural practices, and rich cultural heritage rooted in the mountainous regions of Oaxaca.
- 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: K’iche’ Maya communities Triple: [Atitlán watershed region, inhabitedBy, K’iche’ Maya communities]
Generated description
K’iche’ Maya communities are Indigenous groups in the Guatemalan highlands who maintain a rich tradition of Mayan language, agriculture, and spiritual practices closely tied to their ancestral lands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: K’iche’ Maya communities Target entity description: K’iche’ Maya communities are Indigenous groups in the Guatemalan highlands who maintain a rich tradition of Mayan language, agriculture, and spiritual practices closely tied to their ancestral lands.
-
A.
Tz’utujil Maya communities
Tz’utujil Maya communities are Indigenous groups in Guatemala known for their rich Mayan linguistic heritage, traditional weaving and agriculture, and strong communal and spiritual ties to the Lake Atitlán region.
-
B.
Kaqchikel Maya communities
Kaqchikel Maya communities are Indigenous peoples of the Guatemalan highlands, known for their Mayan language, traditional agriculture, and rich cultural heritage expressed through textiles, rituals, and communal governance.
-
C.
Chol Maya communities
Chol Maya communities are indigenous groups in southern Mexico who speak the Chol Mayan language and maintain traditional agricultural, spiritual, and cultural practices closely tied to the rainforest environment.
-
D.
Maya resistance in Yucatán
The Maya resistance in Yucatán was a prolonged series of indigenous uprisings and guerrilla struggles by the Maya peoples against Spanish colonial and later Mexican rule in the Yucatán Peninsula.
-
E.
Chinantec communities
Chinantec communities are indigenous groups in Mexico known for their distinct Chinantec languages, traditional agricultural practices, and rich cultural heritage rooted in the mountainous regions of Oaxaca.
- 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b379b8fc81908d8bc9950c7f8bad |
completed | April 18, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c79e86ac8190b89c4ebb05250b4f |
completed | May 10, 2026, 5:59 p.m. |
| NEDg | Description generation | batch_6a00c8e20ab08190aaf7e5666f1e9ad8 |
completed | May 10, 2026, 6:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c9b7967081909353f1c911cb2633 |
completed | May 10, 2026, 6:08 p.m. |
Created at: April 10, 2026, 5:24 a.m.