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.