Triple
T9382003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mikasuki language |
E225807
|
entity |
| Predicate | languageFamilyBranch |
P1967
|
FINISHED |
| Object |
Hitchiti–Mikasuki languages
The Hitchiti–Mikasuki languages are a small branch of Muskogean Indigenous languages of the Southeastern United States, historically spoken by groups such as the Miccosukee and related Hitchiti peoples.
|
E308815
|
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: Hitchiti–Mikasuki languages | Statement: [Mikasuki language, languageFamilyBranch, Hitchiti–Mikasuki languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hitchiti–Mikasuki languages Context triple: [Mikasuki language, languageFamilyBranch, Hitchiti–Mikasuki languages]
-
A.
Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
-
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.
Kurumba languages
The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
-
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.
Misumalpan languages
The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
- 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: Hitchiti–Mikasuki languages Triple: [Mikasuki language, languageFamilyBranch, Hitchiti–Mikasuki languages]
Generated description
The Hitchiti–Mikasuki languages are a small branch of Muskogean Indigenous languages of the Southeastern United States, historically spoken by groups such as the Miccosukee and related Hitchiti peoples.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hitchiti–Mikasuki languages Target entity description: The Hitchiti–Mikasuki languages are a small branch of Muskogean Indigenous languages of the Southeastern United States, historically spoken by groups such as the Miccosukee and related Hitchiti peoples.
-
A.
Nambikwara languages
The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
-
B.
Hitchiti language
chosen
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.
Kurumba languages
The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
-
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.
Misumalpan languages
The Misumalpan languages are a small family of indigenous languages spoken primarily along the Atlantic coast of Nicaragua and neighboring regions of Central America.
- F. None of above.
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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50be52248190bc7cd9deb95a1ef8 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1078fbc8c8190ac27c5cb27793a9a |
completed | April 4, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69d108466fb481909682fcaac354b312 |
completed | April 4, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d108bab8c881909748ffbb4b23f4ba |
completed | April 4, 2026, 12:48 p.m. |
Created at: March 30, 2026, 7:44 p.m.