Triple

T4069638
Position Surface form Disambiguated ID Type / Status
Subject Mam E86612 entity
Predicate endonym P1435 FINISHED
Object Qyol Mam (in some communities)
Qyol Mam is a name used in some communities for the Mam language, a Mayan language spoken primarily in the highlands of Guatemala and parts of Mexico.
E411187 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: Qyol Mam (in some communities) | Statement: [Mam, endonym, Qyol Mam (in some communities)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qyol Mam (in some communities)
Context triple: [Mam, endonym, Qyol Mam (in some communities)]
  • A. Paso Mamuil Malal
    Paso Mamuil Malal is a mountain pass and international border crossing in the Andes that connects southern Argentina and Chile near the Lanín volcano.
  • B. Chogoria route
    The Chogoria route is a scenic trekking and climbing trail on Mount Kenya known for its dramatic landscapes, lakes, and less-crowded approach to the mountain’s main peaks.
  • C. Mumuye
    The Mumuye are an indigenous ethnic group of northeastern Nigeria known for their distinct language and rich artistic traditions, particularly their stylized wooden sculptures.
  • D. Mesilau route
    The Mesilau route is an alternative trekking path used by climbers ascending Mount Kinabalu in Sabah, Malaysia, known for its scenic but more challenging terrain compared to the main trail.
  • E. Tea Horse Road
    The Tea Horse Road was an ancient network of trade routes in Southwest China used primarily to transport tea to Tibet and beyond in exchange for horses, linking Chinese, Tibetan, and Southeast Asian cultures.
  • 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: Qyol Mam (in some communities)
Triple: [Mam, endonym, Qyol Mam (in some communities)]
Generated description
Qyol Mam is a name used in some communities for the Mam language, a Mayan language spoken primarily in the highlands of Guatemala and parts of Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qyol Mam (in some communities)
Target entity description: Qyol Mam is a name used in some communities for the Mam language, a Mayan language spoken primarily in the highlands of Guatemala and parts of Mexico.
  • A. Paso Mamuil Malal
    Paso Mamuil Malal is a mountain pass and international border crossing in the Andes that connects southern Argentina and Chile near the Lanín volcano.
  • B. Chogoria route
    The Chogoria route is a scenic trekking and climbing trail on Mount Kenya known for its dramatic landscapes, lakes, and less-crowded approach to the mountain’s main peaks.
  • C. Mumuye
    The Mumuye are an indigenous ethnic group of northeastern Nigeria known for their distinct language and rich artistic traditions, particularly their stylized wooden sculptures.
  • D. Mesilau route
    The Mesilau route is an alternative trekking path used by climbers ascending Mount Kinabalu in Sabah, Malaysia, known for its scenic but more challenging terrain compared to the main trail.
  • E. Tea Horse Road
    The Tea Horse Road was an ancient network of trade routes in Southwest China used primarily to transport tea to Tibet and beyond in exchange for horses, linking Chinese, Tibetan, and Southeast Asian cultures.
  • 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_69aed93ebe448190a1f1686e28740ac9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefbfa45c88190b7b13b35de816378 completed March 9, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562b6eb708190a7f60192d8df9a27 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b5668984988190bb4239df9e283142 completed March 14, 2026, 1:45 p.m.
NED2 Entity disambiguation (via description) batch_69b566ea87f88190ad03e548de53553f completed March 14, 2026, 1:47 p.m.
Created at: March 9, 2026, 3:38 p.m.