Triple
T2811938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mande languages |
E54190
|
entity |
| Predicate | hasMajorLanguage |
P207
|
FINISHED |
| Object |
Toma
Toma is a major Mande language spoken primarily in Guinea and neighboring West African countries.
|
E302230
|
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: Toma | Statement: [Mande languages, hasMajorLanguage, Toma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toma Context triple: [Mande languages, hasMajorLanguage, Toma]
-
A.
Tuyo
"Tuyo" is a bolero-style song by Rodrigo Amarante, best known as the haunting opening theme of the television series *Narcos*.
-
B.
Nesta
Nesta is the middle name of legendary Jamaican reggae musician and cultural icon Bob Marley.
-
C.
Tomis
Tomis was an ancient Greek and later Roman city on the Black Sea coast, in present-day Constanța, Romania, best known as the remote outpost where the poet Ovid was exiled by Emperor Augustus.
-
D.
Empie
Empie is the middle name of Robert Empie Rogers, a 19th-century American civil engineer and educator.
-
E.
Pasochoa
Pasochoa is an extinct volcanic mountain in Ecuador known for its lush cloud forests and rich biodiversity within a protected ecological reserve.
- 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: Toma Triple: [Mande languages, hasMajorLanguage, Toma]
Generated description
Toma is a major Mande language spoken primarily in Guinea and neighboring West African countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toma Target entity description: Toma is a major Mande language spoken primarily in Guinea and neighboring West African countries.
-
A.
Tuyo
"Tuyo" is a bolero-style song by Rodrigo Amarante, best known as the haunting opening theme of the television series *Narcos*.
-
B.
Nesta
Nesta is the middle name of legendary Jamaican reggae musician and cultural icon Bob Marley.
-
C.
Tomis
Tomis was an ancient Greek and later Roman city on the Black Sea coast, in present-day Constanța, Romania, best known as the remote outpost where the poet Ovid was exiled by Emperor Augustus.
-
D.
Empie
Empie is the middle name of Robert Empie Rogers, a 19th-century American civil engineer and educator.
-
E.
Pasochoa
Pasochoa is an extinct volcanic mountain in Ecuador known for its lush cloud forests and rich biodiversity within a protected ecological reserve.
- 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.