Triple
T16024802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mam language |
E388690
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Mam people
The Mam people are an indigenous Maya ethnic group of Mesoamerica, primarily living in the highlands of Guatemala and parts of Mexico, known for their distinct culture, traditions, and language.
|
E1189935
|
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: Mam people | Statement: [Mam language, spokenBy, Mam people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mam people Context triple: [Mam language, spokenBy, Mam people]
-
A.
Even people
The Even people are an Indigenous Tungusic ethnic group of northeastern Siberia in Russia, traditionally known as reindeer herders, hunters, and fishers living in the taiga and mountain regions.
-
B.
Mupun people
The Mupun people are an ethnic group in central Nigeria, primarily in Plateau State, known for their distinct Chadic language and agrarian cultural traditions.
-
C.
Sedang people
The Sedang people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Mon–Khmer language, upland agriculture, and rich animist traditions.
-
D.
Crow people
The Crow people are a Native American tribe of the Great Plains, historically known as skilled horsemen and buffalo hunters with a rich cultural and spiritual tradition.
-
E.
Doe people
The Doe people are an ethnic group of Tanzania living near the Zaramo and other coastal communities, traditionally engaged in agriculture, fishing, and local trade.
- 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: Mam people Triple: [Mam language, spokenBy, Mam people]
Generated description
The Mam people are an indigenous Maya ethnic group of Mesoamerica, primarily living in the highlands of Guatemala and parts of Mexico, known for their distinct culture, traditions, and language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mam people Target entity description: The Mam people are an indigenous Maya ethnic group of Mesoamerica, primarily living in the highlands of Guatemala and parts of Mexico, known for their distinct culture, traditions, and language.
-
A.
Even people
The Even people are an Indigenous Tungusic ethnic group of northeastern Siberia in Russia, traditionally known as reindeer herders, hunters, and fishers living in the taiga and mountain regions.
-
B.
Mupun people
The Mupun people are an ethnic group in central Nigeria, primarily in Plateau State, known for their distinct Chadic language and agrarian cultural traditions.
-
C.
Sedang people
The Sedang people are an indigenous ethnic group of Vietnam’s Central Highlands, known for their distinct Mon–Khmer language, upland agriculture, and rich animist traditions.
-
D.
Crow people
The Crow people are a Native American tribe of the Great Plains, historically known as skilled horsemen and buffalo hunters with a rich cultural and spiritual tradition.
-
E.
Doe people
The Doe people are an ethnic group of Tanzania living near the Zaramo and other coastal communities, traditionally engaged in agriculture, fishing, and local trade.
- 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.