Triple
T3909913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gurage languages |
E87295
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Chaha language
Chaha is an Afroasiatic Semitic language of the Gurage group spoken primarily in southwestern Ethiopia.
|
E397412
|
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: Chaha language | Statement: [Gurage languages, hasLanguage, Chaha language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chaha language Context triple: [Gurage languages, hasLanguage, Chaha language]
-
A.
Kharia language
Kharia language is a Munda language spoken primarily by the Kharia people in eastern India, especially in the states of Jharkhand, Odisha, and Chhattisgarh.
-
B.
Cham language
Cham language is an Austronesian language historically spoken by the Cham people of mainland Southeast Asia, particularly in present-day Vietnam and Cambodia.
-
C.
Cahitan languages
The Cahitan languages are a small group of closely related Uto-Aztecan languages historically spoken by the Cahita peoples of northwestern Mexico, particularly in the states of Sonora and Sinaloa.
-
D.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
-
E.
Hoanya language
The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
- 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: Chaha language Triple: [Gurage languages, hasLanguage, Chaha language]
Generated description
Chaha is an Afroasiatic Semitic language of the Gurage group spoken primarily in southwestern Ethiopia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chaha language Target entity description: Chaha is an Afroasiatic Semitic language of the Gurage group spoken primarily in southwestern Ethiopia.
-
A.
Kharia language
Kharia language is a Munda language spoken primarily by the Kharia people in eastern India, especially in the states of Jharkhand, Odisha, and Chhattisgarh.
-
B.
Cham language
Cham language is an Austronesian language historically spoken by the Cham people of mainland Southeast Asia, particularly in present-day Vietnam and Cambodia.
-
C.
Cahitan languages
The Cahitan languages are a small group of closely related Uto-Aztecan languages historically spoken by the Cahita peoples of northwestern Mexico, particularly in the states of Sonora and Sinaloa.
-
D.
Chimariko language
The Chimariko language is an extinct Native American language once spoken in northwestern California, often classified within the proposed Hokan language family.
-
E.
Hoanya language
The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
- 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_69aed9424514819086e9c58adde6652d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed14d6d08190b74757eb9288fe4d |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51cb1b194819093b88d3f37ae51d9 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d8510c08190a88a1a8f044b3c59 |
completed | March 14, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e0e9df08190959bc5cb7084d8a5 |
completed | March 14, 2026, 8:36 a.m. |
Created at: March 9, 2026, 3:22 p.m.