Triple
T2353828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Achuar-Shiwiar language |
E47507
|
entity |
| Predicate | languageBranch |
P1967
|
FINISHED |
| Object |
Chicham languages
The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
|
E257662
|
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: Chicham languages | Statement: [Achuar-Shiwiar language, languageBranch, Chicham languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chicham languages Context triple: [Achuar-Shiwiar language, languageBranch, Chicham languages]
-
A.
Chamic languages
The Chamic languages are a branch of the Austronesian language family spoken primarily in mainland Southeast Asia and parts of Indonesia, notable for heavy contact influence from neighboring Austroasiatic and Tai-Kadai languages.
-
B.
Chocoan languages
The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
-
C.
Chibchan languages
Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
-
D.
Qiangic languages
Qiangic languages are a branch of the Sino-Tibetan language family spoken primarily by ethnic groups in Sichuan and nearby regions of southwestern China, noted for their complex phonology and grammatical structures.
-
E.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
- 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: Chicham languages Triple: [Achuar-Shiwiar language, languageBranch, Chicham languages]
Generated description
The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chicham languages Target entity description: The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
-
A.
Chamic languages
The Chamic languages are a branch of the Austronesian language family spoken primarily in mainland Southeast Asia and parts of Indonesia, notable for heavy contact influence from neighboring Austroasiatic and Tai-Kadai languages.
-
B.
Chocoan languages
The Chocoan languages are a small family of indigenous languages spoken primarily in western Colombia and eastern Panama, known for including the Emberá and Wounaan languages.
-
C.
Chibchan languages
Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
-
D.
Qiangic languages
Qiangic languages are a branch of the Sino-Tibetan language family spoken primarily by ethnic groups in Sichuan and nearby regions of southwestern China, noted for their complex phonology and grammatical structures.
-
E.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
- 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc6fa6ecc8190821c9d5db341cf19 |
completed | March 7, 2026, 6:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae9633ce3c81908581e7e0f8211ac1 |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae971aa3bc8190b0b8b216106dca90 |
completed | March 9, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae9795cf048190bc7a01ef86c12138 |
completed | March 9, 2026, 9:49 a.m. |
Created at: March 4, 2026, 7:54 p.m.