Triple
T2811936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mande languages |
E54190
|
entity |
| Predicate | hasMajorLanguage |
P207
|
FINISHED |
| Object |
Loma
Loma is a Mande language spoken primarily in Liberia and Guinea, known for its rich oral tradition and complex tonal system.
|
E302229
|
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: Loma | Statement: [Mande languages, hasMajorLanguage, Loma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loma Context triple: [Mande languages, hasMajorLanguage, Loma]
-
A.
Alta Loma
Alta Loma is a former unincorporated community in San Bernardino County, California, now a neighborhood within the city of Rancho Cucamonga.
-
B.
Palo Cedro
Palo Cedro is a small unincorporated community in Northern California known for its rural character and proximity to the city of Redding.
-
C.
Palo
Palo is a coastal municipality in the province of Leyte in the Philippines, historically significant as one of the main landing sites of General Douglas MacArthur during the liberation of the country in World War II.
-
D.
Chemehuevi
The Chemehuevi are a Native American people of the Southern Paiute branch traditionally inhabiting areas of the Mojave Desert and lower Colorado River region.
-
E.
Marble Valley
Marble Valley is a notable geographic area in Pickens County, Georgia, recognized for its association with the region’s historic marble industry and landscape.
- 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: Loma Triple: [Mande languages, hasMajorLanguage, Loma]
Generated description
Loma is a Mande language spoken primarily in Liberia and Guinea, known for its rich oral tradition and complex tonal system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loma Target entity description: Loma is a Mande language spoken primarily in Liberia and Guinea, known for its rich oral tradition and complex tonal system.
-
A.
Alta Loma
Alta Loma is a former unincorporated community in San Bernardino County, California, now a neighborhood within the city of Rancho Cucamonga.
-
B.
Palo Cedro
Palo Cedro is a small unincorporated community in Northern California known for its rural character and proximity to the city of Redding.
-
C.
Palo
Palo is a coastal municipality in the province of Leyte in the Philippines, historically significant as one of the main landing sites of General Douglas MacArthur during the liberation of the country in World War II.
-
D.
Chemehuevi
The Chemehuevi are a Native American people of the Southern Paiute branch traditionally inhabiting areas of the Mojave Desert and lower Colorado River region.
-
E.
Marble Valley
Marble Valley is a notable geographic area in Pickens County, Georgia, recognized for its association with the region’s historic marble industry and landscape.
- 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_69ab49de0af08190b3da69683be1e728 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde354a5881908cd3d545f7dda81c |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afce9a76388190a5dce756de2eb59f |
completed | March 10, 2026, 7:56 a.m. |
| NEDg | Description generation | batch_69afd0b179ac8190a260003b9a457180 |
completed | March 10, 2026, 8:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afd10b07748190935cce94cd9b2a13 |
completed | March 10, 2026, 8:06 a.m. |
Created at: March 6, 2026, 9:59 p.m.