Triple
T2882079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskogean languages |
E59418
|
entity |
| Predicate | protoLanguage |
P2179
|
FINISHED |
| Object |
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.
|
E308816
|
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: Proto-Muskogean language | Statement: [Muskogean languages, protoLanguage, Proto-Muskogean language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Proto-Muskogean language Context triple: [Muskogean languages, protoLanguage, Proto-Muskogean language]
-
A.
Muskogean languages
The Muskogean languages are a family of indigenous languages of the Southeastern United States, traditionally spoken by Native American peoples such as the Creek, Choctaw, Chickasaw, and Seminole.
-
B.
Proto-Algonquian language
Proto-Algonquian language is the reconstructed common ancestor of the Algonquian language family, from which languages like Miami-Illinois, Ojibwe, and Cree are derived.
-
C.
Marquesic languages
Marquesic languages are a subgroup of the Austronesian language family spoken primarily in the Marquesas Islands and surrounding regions of Polynesia.
-
D.
Caddoan languages
Caddoan languages are a family of Native American languages historically spoken in the central United States by several Indigenous groups, including the Caddo, Pawnee, Arikara, Wichita, and Kitsai peoples.
-
E.
Muscogee language
The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of 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: Proto-Muskogean language Triple: [Muskogean languages, protoLanguage, Proto-Muskogean language]
Generated description
Proto-Muskogean language is the reconstructed ancestral language from which all documented Muskogean languages of the southeastern United States are believed to have descended.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Proto-Muskogean language Target entity description: Proto-Muskogean language is the reconstructed ancestral language from which all documented Muskogean languages of the southeastern United States are believed to have descended.
-
A.
Muskogean languages
The Muskogean languages are a family of indigenous languages of the Southeastern United States, traditionally spoken by Native American peoples such as the Creek, Choctaw, Chickasaw, and Seminole.
-
B.
Proto-Algonquian language
Proto-Algonquian language is the reconstructed common ancestor of the Algonquian language family, from which languages like Miami-Illinois, Ojibwe, and Cree are derived.
-
C.
Marquesic languages
Marquesic languages are a subgroup of the Austronesian language family spoken primarily in the Marquesas Islands and surrounding regions of Polynesia.
-
D.
Caddoan languages
Caddoan languages are a family of Native American languages historically spoken in the central United States by several Indigenous groups, including the Caddo, Pawnee, Arikara, Wichita, and Kitsai peoples.
-
E.
Muscogee language
The Muscogee language is a Native American Muskogean language traditionally spoken by the Muscogee (Creek) people of 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_69b055edfd948190ad7433002efa3e53 |
completed | March 10, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69b05f20050c8190bc8401f14957ce6d |
completed | March 10, 2026, 6:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b05fa27bec8190ad7b4c3175102851 |
completed | March 10, 2026, 6:14 p.m. |
Created at: March 6, 2026, 10:03 p.m.