Triple
T13431615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Popoloca (Oto-Manguean languages) |
E313623
|
entity |
| Predicate | alternativeName |
P39
|
FINISHED |
| Object |
Popoloca languages
Popoloca languages are a group of closely related Oto-Manguean indigenous languages spoken primarily in the Mexican state of Puebla.
|
E1047466
|
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: Popoloca languages | Statement: [Popoloca (Oto-Manguean languages), alternativeName, Popoloca languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Popoloca languages Context triple: [Popoloca (Oto-Manguean languages), alternativeName, Popoloca languages]
-
A.
Popoluca languages
Popoluca languages are a group of indigenous Mesoamerican languages spoken in southeastern Mexico, primarily in the state of Veracruz, belonging to several distinct language families.
-
B.
Huastecan languages
The Huastecan languages are a small branch of the Mayan language family spoken primarily in northeastern Mexico by the Huastec (Wastek) people.
-
C.
Tlapanecan languages
Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
-
D.
Totonac languages
Totonac languages are an indigenous language family of eastern Mexico spoken primarily by the Totonac people in the states of Veracruz, Puebla, and Hidalgo.
-
E.
Mazatec languages
The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
- 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: Popoloca languages Triple: [Popoloca (Oto-Manguean languages), alternativeName, Popoloca languages]
Generated description
Popoloca languages are a group of closely related Oto-Manguean indigenous languages spoken primarily in the Mexican state of Puebla.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Popoloca languages Target entity description: Popoloca languages are a group of closely related Oto-Manguean indigenous languages spoken primarily in the Mexican state of Puebla.
-
A.
Popoluca languages
Popoluca languages are a group of indigenous Mesoamerican languages spoken in southeastern Mexico, primarily in the state of Veracruz, belonging to several distinct language families.
-
B.
Huastecan languages
The Huastecan languages are a small branch of the Mayan language family spoken primarily in northeastern Mexico by the Huastec (Wastek) people.
-
C.
Tlapanecan languages
Tlapanecan languages are a small subgroup of indigenous Mesoamerican languages spoken primarily in Guerrero, Mexico, and classified within the larger Oto-Manguean language family.
-
D.
Totonac languages
Totonac languages are an indigenous language family of eastern Mexico spoken primarily by the Totonac people in the states of Veracruz, Puebla, and Hidalgo.
-
E.
Mazatec languages
The Mazatec languages are a group of closely related indigenous Otomanguean languages spoken primarily by the Mazatec people in the northern region of Oaxaca, Mexico.
- 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed41a5481908800033303224adb |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75d86d32c8190a1d9ce72e99426e2 |
completed | May 3, 2026, 2:36 p.m. |
| NEDg | Description generation | batch_69f75fbb39848190beeae0e4c112510d |
completed | May 3, 2026, 2:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f76049056c8190b77f8ca78c8f77a0 |
completed | May 3, 2026, 2:48 p.m. |
Created at: April 9, 2026, 9:40 p.m.