Triple
T3494738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Costanoan languages |
E73823
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Chochenyo
Chochenyo is an indigenous Ohlone language traditionally spoken in the East Bay region of the San Francisco Bay Area in California.
|
E362270
|
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: Chochenyo | Statement: [Costanoan languages, hasLanguage, Chochenyo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chochenyo Context triple: [Costanoan languages, hasLanguage, Chochenyo]
-
A.
Dholuo
Dholuo is a Nilotic language spoken primarily by the Luo people of western Kenya and parts of Tanzania.
-
B.
Lisu
The Lisu are an ethnic minority people of the mountainous regions of southwest China and neighboring countries, known for their distinct Tibeto-Burman language, traditional music, and vibrant festivals.
-
C.
Chinuk Wawa
Chinuk Wawa is a historical pidgin and trade language of the Pacific Northwest that developed among Indigenous peoples, European settlers, and others for intergroup communication.
-
D.
Siwu language
The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu people.
-
E.
Jingpo language
The Jingpo language is a Tibeto-Burman language spoken primarily by the Jingpo (Kachin) people in northern Myanmar and adjacent regions of China and India.
- 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: Chochenyo Triple: [Costanoan languages, hasLanguage, Chochenyo]
Generated description
Chochenyo is an indigenous Ohlone language traditionally spoken in the East Bay region of the San Francisco Bay Area in California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chochenyo Target entity description: Chochenyo is an indigenous Ohlone language traditionally spoken in the East Bay region of the San Francisco Bay Area in California.
-
A.
Dholuo
Dholuo is a Nilotic language spoken primarily by the Luo people of western Kenya and parts of Tanzania.
-
B.
Lisu
The Lisu are an ethnic minority people of the mountainous regions of southwest China and neighboring countries, known for their distinct Tibeto-Burman language, traditional music, and vibrant festivals.
-
C.
Chinuk Wawa
Chinuk Wawa is a historical pidgin and trade language of the Pacific Northwest that developed among Indigenous peoples, European settlers, and others for intergroup communication.
-
D.
Siwu language
The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu people.
-
E.
Jingpo language
The Jingpo language is a Tibeto-Burman language spoken primarily by the Jingpo (Kachin) people in northern Myanmar and adjacent regions of China and India.
- 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_69ad85cdb6e48190a335d412b9194ed8 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbaebed881909d9cbc9c4c1f138f |
completed | March 8, 2026, 6:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373c5e1248190a4c42805fb9363f0 |
completed | March 13, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69b37442228c8190bc45782becd0642c |
completed | March 13, 2026, 2:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b374bd5cdc81908a924a9f8b641a8d |
completed | March 13, 2026, 2:21 a.m. |
Created at: March 8, 2026, 3:18 p.m.