Triple
T11169211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bora language |
E264231
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Boran languages
The Boran languages are a small group of closely related indigenous languages spoken primarily in the northwestern Amazon region of South America.
|
E908811
|
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: Boran languages | Statement: [Bora language, languageFamily, Boran languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boran languages Context triple: [Bora language, languageFamily, Boran languages]
-
A.
Avar-Andic languages
The Avar-Andic languages are a branch of the Northeast Caucasian language family spoken primarily in Dagestan and neighboring regions of the eastern Caucasus.
-
B.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
C.
Sara–Bagirmi languages
The Sara–Bagirmi languages are a group of closely related Central Sudanic languages spoken primarily in Chad and neighboring regions of Central Africa.
-
D.
Sami languages
Sami languages are a group of Uralic Indigenous languages spoken by the Sámi people across northern parts of Norway, Sweden, Finland, and Russia.
-
E.
Teda–Daza languages
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
- 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: Boran languages Triple: [Bora language, languageFamily, Boran languages]
Generated description
The Boran languages are a small group of closely related indigenous languages spoken primarily in the northwestern Amazon region of South America.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boran languages Target entity description: The Boran languages are a small group of closely related indigenous languages spoken primarily in the northwestern Amazon region of South America.
-
A.
Avar-Andic languages
The Avar-Andic languages are a branch of the Northeast Caucasian language family spoken primarily in Dagestan and neighboring regions of the eastern Caucasus.
-
B.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
C.
Sara–Bagirmi languages
The Sara–Bagirmi languages are a group of closely related Central Sudanic languages spoken primarily in Chad and neighboring regions of Central Africa.
-
D.
Sami languages
Sami languages are a group of Uralic Indigenous languages spoken by the Sámi people across northern parts of Norway, Sweden, Finland, and Russia.
-
E.
Teda–Daza languages
The Teda–Daza languages are a closely related pair of Saharan languages spoken primarily by the Toubou people across Chad, Niger, and Libya.
- 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_69d6aa9dafac8190bd90d2c74f661aa7 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e8952e248190b0751669e8c960b7 |
completed | April 9, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e463a2e2fc819086126b681d86e94b |
completed | April 19, 2026, 5:09 a.m. |
| NEDg | Description generation | batch_69e46c37efec81908aa709587c37569d |
completed | April 19, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e47292cdd08190b05c4c8b09f4f918 |
completed | April 19, 2026, 6:13 a.m. |
Created at: April 8, 2026, 9:29 p.m.