Triple

T15339983
Position Surface form Disambiguated ID Type / Status
Subject Mamulique language E366764 entity
Predicate GlottologReferenceName P6521 FINISHED
Object Mamulique
Mamulique is an extinct and poorly documented indigenous language once spoken in northeastern Mexico, known primarily from limited historical records and linguistic reconstruction.
E1152028 NE FINISHED

How this triple was built (5 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: Mamulique | Statement: [Mamulique language, GlottologReferenceName, Mamulique]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mamulique
Context triple: [Mamulique language, GlottologReferenceName, Mamulique]
  • A. Mastanabal
    Mastanabal was a Numidian prince of the 2nd century BCE, known as one of the sons of King Masinissa and a member of the royal family involved in North African politics during the Punic Wars era.
  • B. Mulachara
    Mulachara is an important early Digambara Jain scripture that outlines fundamental ethical conduct and monastic discipline for Jain ascetics.
  • C. Marcali
    Marcali is a small town in southwestern Hungary known for its agricultural surroundings and role as a local administrative and service center in Somogy County.
  • D. Bubaque
    Bubaque is the main town and administrative center of the Bijagós Archipelago in Guinea-Bissau, known for its role as a gateway to the surrounding islands.
  • E. Melus
    Melus is the ancient Greek island city-state better known by its historical name Melos, noted for its role in the Peloponnesian War and the discovery of the Venus de Milo.
  • 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: Mamulique
Triple: [Mamulique language, GlottologReferenceName, Mamulique]
Generated description
Mamulique is an extinct and poorly documented indigenous language once spoken in northeastern Mexico, known primarily from limited historical records and linguistic reconstruction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mamulique
Target entity description: Mamulique is an extinct and poorly documented indigenous language once spoken in northeastern Mexico, known primarily from limited historical records and linguistic reconstruction.
  • A. Mastanabal
    Mastanabal was a Numidian prince of the 2nd century BCE, known as one of the sons of King Masinissa and a member of the royal family involved in North African politics during the Punic Wars era.
  • B. Mulachara
    Mulachara is an important early Digambara Jain scripture that outlines fundamental ethical conduct and monastic discipline for Jain ascetics.
  • C. Marcali
    Marcali is a small town in southwestern Hungary known for its agricultural surroundings and role as a local administrative and service center in Somogy County.
  • D. Bubaque
    Bubaque is the main town and administrative center of the Bijagós Archipelago in Guinea-Bissau, known for its role as a gateway to the surrounding islands.
  • E. Melus
    Melus is the ancient Greek island city-state better known by its historical name Melos, noted for its role in the Peloponnesian War and the discovery of the Venus de Milo.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: GlottologReferenceName
Context triple: [Mamulique language, GlottologReferenceName, Mamulique]
  • A. hasGlottologReference
    Indicates that an entity is associated with a specific reference entry in the Glottolog linguistic database.
  • B. glottocode
    Indicates the standardized Glottolog code that uniquely identifies the language or dialect associated with an entity.
  • C. hasGlottologName chosen
    Indicates that an entity is associated with a specific name as recorded in the Glottolog linguistic database.
  • D. hasGlottologEntry
    Indicates that there exists a corresponding entry for the entity in the Glottolog linguistic database.
  • E. glottologStatus
    Indicates the classification or status of a language or dialect as defined in the Glottolog database.
  • F. None of above.

Provenance (6 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e12eb7c8190944a260aa1aa9156 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01f55e9881908612c4e384836fb5 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff030970588190a793cd710e819635 completed May 9, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69ff04633de08190867ad3baec6b2b02 completed May 9, 2026, 9:54 a.m.
PD Predicate disambiguation batch_69deca9659f48190b8661df223ce5078 completed April 14, 2026, 11:15 p.m.
Created at: April 10, 2026, 3:17 a.m.