Triple
T12909535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hitchiti language |
E308815
|
entity |
| Predicate | languageFamilyHigher |
P35117
|
FINISHED |
| Object |
Gulf (proposed macro-family)
Gulf (proposed macro-family) is a hypothesized grouping of several Native American languages of the southeastern United States, suggested by some linguists to share a common ancestral origin.
|
E1009176
|
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: Gulf (proposed macro-family) | Statement: [Hitchiti language, languageFamilyHigher, Gulf (proposed macro-family)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulf (proposed macro-family) Context triple: [Hitchiti language, languageFamilyHigher, Gulf (proposed macro-family)]
-
A.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
B.
Macro-Jê hypothesis (disputed)
The Macro-Jê hypothesis (disputed) is a proposed but controversial language macro-family that seeks to group the Jê languages of Brazil with several other South American language families into a larger genetic unit.
-
C.
Hokan (proposed)
Hokan (proposed) is a hypothesized but controversial language family grouping several indigenous languages of the western United States and Mexico based on suggested historical relationships.
-
D.
Carolinean languages
Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
-
E.
Torres–Banks languages
The Torres–Banks languages are a group of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
- 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: Gulf (proposed macro-family) Triple: [Hitchiti language, languageFamilyHigher, Gulf (proposed macro-family)]
Generated description
Gulf (proposed macro-family) is a hypothesized grouping of several Native American languages of the southeastern United States, suggested by some linguists to share a common ancestral origin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulf (proposed macro-family) Target entity description: Gulf (proposed macro-family) is a hypothesized grouping of several Native American languages of the southeastern United States, suggested by some linguists to share a common ancestral origin.
-
A.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
B.
Macro-Jê hypothesis (disputed)
The Macro-Jê hypothesis (disputed) is a proposed but controversial language macro-family that seeks to group the Jê languages of Brazil with several other South American language families into a larger genetic unit.
-
C.
Hokan (proposed)
Hokan (proposed) is a hypothesized but controversial language family grouping several indigenous languages of the western United States and Mexico based on suggested historical relationships.
-
D.
Carolinean languages
Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
-
E.
Torres–Banks languages
The Torres–Banks languages are a group of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
- 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_69d7bdf92b588190acdf2a2291ac4590 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9719e584c81909be1ac1366effca0 |
completed | April 10, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a5680d748190b8453793219bda8f |
completed | May 3, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69f6a6f6b3348190b50560e747f78d62 |
completed | May 3, 2026, 1:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6a7c12ef8819095d2418d9999926a |
completed | May 3, 2026, 1:41 a.m. |
Created at: April 9, 2026, 5:41 p.m.