Triple
T6473628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mazahua |
E146014
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object |
Otomian languages
The Otomian languages are a branch of the Oto-Manguean language family spoken primarily in central Mexico, encompassing several indigenous languages including Mazahua and Otomi.
|
E595594
|
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: Otomian languages | Statement: [Mazahua, subfamily, Otomian languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Otomian languages Context triple: [Mazahua, subfamily, Otomian languages]
-
A.
Anatolian languages
Anatolian languages are an extinct branch of the Indo-European language family once spoken in ancient Anatolia, including languages such as Hittite and Luwian.
-
B.
Colchidian languages
Colchidian languages are a subgroup of the Kartvelian language family spoken in western Georgia, including varieties such as Mingrelian and Laz.
-
C.
Murutic languages
The Murutic languages are a group of closely related Austronesian languages spoken primarily by the Murut and neighboring indigenous communities in northern Borneo, especially in Sabah, Malaysia.
-
D.
Kipchak languages
The Kipchak languages are a branch of the Turkic language family historically spoken by the Kipchak Turkic peoples across the Eurasian steppe, including groups such as the Crimean Tatars, Kazakhs, and Kyrgyz.
-
E.
Eastern Oghuz languages
Eastern Oghuz languages are a branch of the Oghuz Turkic language group spoken primarily in regions of Central Asia and surrounding areas.
- 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: Otomian languages Triple: [Mazahua, subfamily, Otomian languages]
Generated description
The Otomian languages are a branch of the Oto-Manguean language family spoken primarily in central Mexico, encompassing several indigenous languages including Mazahua and Otomi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Otomian languages Target entity description: The Otomian languages are a branch of the Oto-Manguean language family spoken primarily in central Mexico, encompassing several indigenous languages including Mazahua and Otomi.
-
A.
Anatolian languages
Anatolian languages are an extinct branch of the Indo-European language family once spoken in ancient Anatolia, including languages such as Hittite and Luwian.
-
B.
Colchidian languages
Colchidian languages are a subgroup of the Kartvelian language family spoken in western Georgia, including varieties such as Mingrelian and Laz.
-
C.
Murutic languages
The Murutic languages are a group of closely related Austronesian languages spoken primarily by the Murut and neighboring indigenous communities in northern Borneo, especially in Sabah, Malaysia.
-
D.
Kipchak languages
The Kipchak languages are a branch of the Turkic language family historically spoken by the Kipchak Turkic peoples across the Eurasian steppe, including groups such as the Crimean Tatars, Kazakhs, and Kyrgyz.
-
E.
Eastern Oghuz languages
Eastern Oghuz languages are a branch of the Oghuz Turkic language group spoken primarily in regions of Central Asia and surrounding areas.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a32c0188190bcb3c35fc1d796a6 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c653a2b2508190a3691412f853ed6f |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6552b90848190961250b1e64595e1 |
completed | March 27, 2026, 10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c655bce7548190b4c5661a7aaa77e1 |
completed | March 27, 2026, 10:02 a.m. |
Created at: March 22, 2026, 4:50 p.m.