Triple
T1350832
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mayan languages |
E28875
|
entity |
| Predicate | arePartOf |
P1925
|
FINISHED |
| Object |
Mesoamerican linguistic area
The Mesoamerican linguistic area is a Sprachbund in which numerous indigenous language families, including Mayan, share convergent structural features due to long-term contact rather than common ancestry.
|
E153799
|
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: Mesoamerican linguistic area | Statement: [Mayan languages, arePartOf, Mesoamerican linguistic area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mesoamerican linguistic area Context triple: [Mayan languages, arePartOf, Mesoamerican linguistic area]
-
A.
Mexican Penutian languages
Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
-
B.
Northern Uto-Aztecan
Northern Uto-Aztecan is a major branch of the Uto-Aztecan language family that includes several indigenous languages spoken primarily in the southwestern United States and northern Mexico.
-
C.
Proto-Uto-Aztecan
Proto-Uto-Aztecan is the reconstructed common ancestor language from which all modern Uto-Aztecan languages are derived.
-
D.
Southern Uto-Aztecan
Southern Uto-Aztecan is a major branch of the Uto-Aztecan language family that includes languages such as Nahuatl, Hopi, and the languages of many indigenous groups in Mexico and the U.S. Southwest.
-
E.
Marquesic languages
Marquesic languages are a subgroup of the Austronesian language family spoken primarily in the Marquesas Islands and surrounding regions of Polynesia.
- 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: Mesoamerican linguistic area Triple: [Mayan languages, arePartOf, Mesoamerican linguistic area]
Generated description
The Mesoamerican linguistic area is a Sprachbund in which numerous indigenous language families, including Mayan, share convergent structural features due to long-term contact rather than common ancestry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mesoamerican linguistic area Target entity description: The Mesoamerican linguistic area is a Sprachbund in which numerous indigenous language families, including Mayan, share convergent structural features due to long-term contact rather than common ancestry.
-
A.
Mexican Penutian languages
Mexican Penutian languages are a proposed subgroup of the Penutian language family consisting of several indigenous languages spoken in parts of Mexico.
-
B.
Northern Uto-Aztecan
Northern Uto-Aztecan is a major branch of the Uto-Aztecan language family that includes several indigenous languages spoken primarily in the southwestern United States and northern Mexico.
-
C.
Proto-Uto-Aztecan
Proto-Uto-Aztecan is the reconstructed common ancestor language from which all modern Uto-Aztecan languages are derived.
-
D.
Southern Uto-Aztecan
Southern Uto-Aztecan is a major branch of the Uto-Aztecan language family that includes languages such as Nahuatl, Hopi, and the languages of many indigenous groups in Mexico and the U.S. Southwest.
-
E.
Marquesic languages
Marquesic languages are a subgroup of the Austronesian language family spoken primarily in the Marquesas Islands and surrounding regions of Polynesia.
- 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_69a498571d248190a0ac9eb02d97097f |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c26981d081909ca3b8d8cdf7cf2e |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc63eef908190aef058396f63a5a4 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6dd15a481908cf870c87d469bc9 |
completed | March 8, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc8072bb08190b1b7fb19fc2c0efc |
completed | March 8, 2026, 12:51 a.m. |
Created at: March 1, 2026, 7:56 p.m.