Triple
T17195597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Misumalpan |
E417342
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Matagalpan languages
The Matagalpan languages are an extinct group of indigenous languages once spoken in parts of present-day Nicaragua and Honduras, considered ancestral or closely related to the modern Misumalpan language family.
|
E1255201
|
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: Matagalpan languages | Statement: [Misumalpan, namedAfter, Matagalpan languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matagalpan languages Context triple: [Misumalpan, namedAfter, Matagalpan languages]
-
A.
Lenca language
The Lenca language is an extinct indigenous language once spoken by the Lenca people of Honduras and El Salvador, whose vocabulary and phonology have left a noticeable substrate influence on regional varieties of Central American Spanish.
-
B.
Malaita–San Cristobal languages
The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
-
C.
Masbateño language
Masbateño is a Central Philippine language spoken primarily on Masbate Island in the Philippines, descended from the ancestral Proto-Philippine language.
-
D.
Boruca language
The Boruca language is an endangered indigenous Chibchan language spoken by the Boruca people of southern Costa Rica.
-
E.
Cagayan Valley languages
The Cagayan Valley languages are a subgroup of Northern Philippine languages spoken primarily in the Cagayan Valley region of Luzon, including languages such as Ibanag, Itawit, and Gaddang.
- 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: Matagalpan languages Triple: [Misumalpan, namedAfter, Matagalpan languages]
Generated description
The Matagalpan languages are an extinct group of indigenous languages once spoken in parts of present-day Nicaragua and Honduras, considered ancestral or closely related to the modern Misumalpan language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matagalpan languages Target entity description: The Matagalpan languages are an extinct group of indigenous languages once spoken in parts of present-day Nicaragua and Honduras, considered ancestral or closely related to the modern Misumalpan language family.
-
A.
Lenca language
The Lenca language is an extinct indigenous language once spoken by the Lenca people of Honduras and El Salvador, whose vocabulary and phonology have left a noticeable substrate influence on regional varieties of Central American Spanish.
-
B.
Malaita–San Cristobal languages
The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
-
C.
Masbateño language
Masbateño is a Central Philippine language spoken primarily on Masbate Island in the Philippines, descended from the ancestral Proto-Philippine language.
-
D.
Boruca language
The Boruca language is an endangered indigenous Chibchan language spoken by the Boruca people of southern Costa Rica.
-
E.
Cagayan Valley languages
The Cagayan Valley languages are a subgroup of Northern Philippine languages spoken primarily in the Cagayan Valley region of Luzon, including languages such as Ibanag, Itawit, and Gaddang.
- 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_69d886d6ba8c819093215917b3d01689 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42da9e6208190b5c4e5925e840217 |
completed | April 19, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fd5f834819080ad2a2ffdc017b6 |
completed | May 11, 2026, 4:49 a.m. |
| NEDg | Description generation | batch_6a0160ce18e88190af8e3a7dfc17536a |
completed | May 11, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016146ce14819091e3459d25ca19aa |
completed | May 11, 2026, 4:55 a.m. |
Created at: April 10, 2026, 5:38 a.m.