Triple
T4476175
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oregon Penutian languages |
E100013
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Takelman languages
Takelman languages are a small subgroup of Native American languages traditionally spoken in southwestern Oregon, often classified within the broader Penutian language family.
|
E442569
|
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: Takelman languages | Statement: [Oregon Penutian languages, hasMember, Takelman languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Takelman languages Context triple: [Oregon Penutian languages, hasMember, Takelman languages]
-
A.
Taman languages
Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
-
B.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
-
C.
Teke languages
The Teke languages are a group of closely related Bantu languages spoken primarily by the Teke people across parts of the Republic of the Congo, Gabon, and the Democratic Republic of the Congo.
-
D.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
-
E.
Tupian languages
The Tupian languages are a major indigenous language family of South America, historically widespread across the Amazon and surrounding regions and including well-known languages such as Guarani and Tupi.
- 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: Takelman languages Triple: [Oregon Penutian languages, hasMember, Takelman languages]
Generated description
Takelman languages are a small subgroup of Native American languages traditionally spoken in southwestern Oregon, often classified within the broader Penutian language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Takelman languages Target entity description: Takelman languages are a small subgroup of Native American languages traditionally spoken in southwestern Oregon, often classified within the broader Penutian language family.
-
A.
Taman languages
Taman languages are a small group of closely related Nilo-Saharan languages spoken primarily in eastern Chad and western Sudan.
-
B.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
-
C.
Teke languages
The Teke languages are a group of closely related Bantu languages spoken primarily by the Teke people across parts of the Republic of the Congo, Gabon, and the Democratic Republic of the Congo.
-
D.
Tamanic languages
The Tamanic languages are a small subgroup of the Austronesian language family spoken in parts of Borneo, known for their close relationship to other South Sulawesi–linked languages despite their geographic separation.
-
E.
Tupian languages
The Tupian languages are a major indigenous language family of South America, historically widespread across the Amazon and surrounding regions and including well-known languages such as Guarani and Tupi.
- 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_69b34553cbe48190afa8ac1cac285b86 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356d8600c8190a8b812889c50f144 |
completed | March 13, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6288434188190a23c48267f55ce1e |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b62c7f847c81908335cef514f402ee |
completed | March 15, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62d248a2881908a314a8919c7648e |
completed | March 15, 2026, 3:53 a.m. |
Created at: March 12, 2026, 11:35 p.m.