Triple
T2455899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Navajo language |
E54419
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Apachean languages
Apachean languages are a subgroup of Southern Athabaskan Indigenous languages of North America, spoken primarily by various Apache peoples and including well-known languages such as Navajo.
|
E267855
|
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: Apachean languages | Statement: [Navajo language, closelyRelatedTo, Apachean languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apachean languages Context triple: [Navajo language, closelyRelatedTo, Apachean languages]
-
A.
Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
-
B.
Numic languages
The Numic languages are a branch of the Uto-Aztecan language family spoken by several Indigenous peoples of the Great Basin and surrounding regions in the western United States.
-
C.
Cordilleran languages
Cordilleran languages are a subgroup of Austronesian languages spoken primarily in the mountainous Cordillera region of northern Luzon in the Philippines.
-
D.
Chinookan languages
Chinookan languages are a group of Native American languages traditionally spoken along the lower Columbia River in present-day Oregon and Washington.
-
E.
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.
- 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: Apachean languages Triple: [Navajo language, closelyRelatedTo, Apachean languages]
Generated description
Apachean languages are a subgroup of Southern Athabaskan Indigenous languages of North America, spoken primarily by various Apache peoples and including well-known languages such as Navajo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apachean languages Target entity description: Apachean languages are a subgroup of Southern Athabaskan Indigenous languages of North America, spoken primarily by various Apache peoples and including well-known languages such as Navajo.
-
A.
Hokan languages
Hokan languages are a proposed but controversial grouping of several Native American language families of the western United States and Mexico that share certain typological and lexical similarities.
-
B.
Numic languages
The Numic languages are a branch of the Uto-Aztecan language family spoken by several Indigenous peoples of the Great Basin and surrounding regions in the western United States.
-
C.
Cordilleran languages
Cordilleran languages are a subgroup of Austronesian languages spoken primarily in the mountainous Cordillera region of northern Luzon in the Philippines.
-
D.
Chinookan languages
Chinookan languages are a group of Native American languages traditionally spoken along the lower Columbia River in present-day Oregon and Washington.
-
E.
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.
- 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_69ab49dee84c819096b50a0049c347ac |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd105054c819081286729749a347c |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0ca655c81908612983ced5f5786 |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef50bc7ac8190add8ee63c5621dc1 |
completed | March 9, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef632e2e08190b21023cbb0f12be8 |
completed | March 9, 2026, 4:32 p.m. |
Created at: March 6, 2026, 9:44 p.m.