Triple

T16024827
Position Surface form Disambiguated ID Type / Status
Subject Mam language E388690 entity
Predicate closelyRelatedTo P37 FINISHED
Object Tektiteko language
The Tektiteko language is a Mayan language spoken by the Tektiteko people of Guatemala and Mexico, closely related to Mam and part of the broader Mamean branch.
E1189936 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: Tektiteko language | Statement: [Mam language, closelyRelatedTo, Tektiteko language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tektiteko language
Context triple: [Mam language, closelyRelatedTo, Tektiteko language]
  • A. Teke-Kega language
    The Teke-Kega language is a Bantu language spoken by the Teke people of Central Africa, primarily in the Republic of the Congo and surrounding regions.
  • B. Jakaltek language
    The Jakaltek language is a Mayan language spoken primarily by the Jakaltek (Popti’) people of northwestern Guatemala and parts of southern Mexico.
  • C. Terik language
    The Terik language is a Southern Nilotic language spoken by the Terik people of western Kenya, closely associated with neighboring Kalenjin groups such as the Kipsigis.
  • D. Kitharaka language
    The Kitharaka language is a Bantu language spoken by the Tharaka people of Kenya, closely related to neighboring Kamba and Meru varieties.
  • E. Kaera language
    The Kaera language is a Papuan language spoken by a small community on Pantar Island in eastern Indonesia.
  • 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: Tektiteko language
Triple: [Mam language, closelyRelatedTo, Tektiteko language]
Generated description
The Tektiteko language is a Mayan language spoken by the Tektiteko people of Guatemala and Mexico, closely related to Mam and part of the broader Mamean branch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tektiteko language
Target entity description: The Tektiteko language is a Mayan language spoken by the Tektiteko people of Guatemala and Mexico, closely related to Mam and part of the broader Mamean branch.
  • A. Teke-Kega language
    The Teke-Kega language is a Bantu language spoken by the Teke people of Central Africa, primarily in the Republic of the Congo and surrounding regions.
  • B. Jakaltek language
    The Jakaltek language is a Mayan language spoken primarily by the Jakaltek (Popti’) people of northwestern Guatemala and parts of southern Mexico.
  • C. Terik language
    The Terik language is a Southern Nilotic language spoken by the Terik people of western Kenya, closely associated with neighboring Kalenjin groups such as the Kipsigis.
  • D. Kitharaka language
    The Kitharaka language is a Bantu language spoken by the Tharaka people of Kenya, closely related to neighboring Kamba and Meru varieties.
  • E. Kaera language
    The Kaera language is a Papuan language spoken by a small community on Pantar Island in eastern Indonesia.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183258c708190acf1588c7ccb254c completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf31c8d8819096c562ba1453f3c0 completed May 10, 2026, 12:20 a.m.
NEDg Description generation batch_69ffd0adc58881908488e3237159ffab completed May 10, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffd1376e5081908920ecd3a4744662 completed May 10, 2026, 12:28 a.m.
Created at: April 10, 2026, 4:55 a.m.