Triple
T2882071
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskogean languages |
E59418
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Apalachee language
The Apalachee language is an extinct Native American language once spoken by the Apalachee people of the Florida Panhandle, belonging to the Muskogean language family.
|
E311169
|
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: Apalachee language | Statement: [Muskogean languages, hasLanguage, Apalachee language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apalachee language Context triple: [Muskogean languages, hasLanguage, Apalachee language]
-
A.
Muscogee language
The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of the southeastern United States.
-
B.
Hitchiti language
The Hitchiti language is an extinct Native American tongue of the Muskogean family once spoken by the Hitchiti people in the southeastern United States.
-
C.
Quapaw language
The Quapaw language is an endangered Native American language of the Dhegiha branch of the Siouan family, traditionally spoken by the Quapaw people of the central United States.
-
D.
Proto-Muskogean language
Proto-Muskogean language is the reconstructed ancestral language from which all documented Muskogean languages of the southeastern United States are believed to have descended.
-
E.
Chickasaw language
Chickasaw language is a critically endangered Muskogean language of the Native American Chickasaw people, traditionally spoken in parts of Oklahoma and the southeastern United States.
- 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: Apalachee language Triple: [Muskogean languages, hasLanguage, Apalachee language]
Generated description
The Apalachee language is an extinct Native American language once spoken by the Apalachee people of the Florida Panhandle, belonging to the Muskogean language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apalachee language Target entity description: The Apalachee language is an extinct Native American language once spoken by the Apalachee people of the Florida Panhandle, belonging to the Muskogean language family.
-
A.
Muscogee language
The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of the southeastern United States.
-
B.
Hitchiti language
The Hitchiti language is an extinct Native American tongue of the Muskogean family once spoken by the Hitchiti people in the southeastern United States.
-
C.
Quapaw language
The Quapaw language is an endangered Native American language of the Dhegiha branch of the Siouan family, traditionally spoken by the Quapaw people of the central United States.
-
D.
Proto-Muskogean language
Proto-Muskogean language is the reconstructed ancestral language from which all documented Muskogean languages of the southeastern United States are believed to have descended.
-
E.
Chickasaw language
Chickasaw language is a critically endangered Muskogean language of the Native American Chickasaw people, traditionally spoken in parts of Oklahoma and the southeastern United States.
- 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_69ab4ac739188190a112f42a5a69c951 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abe02aa5948190a2e0bd9168232bd5 |
completed | March 7, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0864dc2fc8190bfc946ae454611c6 |
completed | March 10, 2026, 8:59 p.m. |
| NEDg | Description generation | batch_69b0c36599788190b10bbd15d6c1fc6b |
completed | March 11, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0c3ca9f18819086b22d0bad79ff68 |
completed | March 11, 2026, 1:22 a.m. |
Created at: March 6, 2026, 10:03 p.m.