Triple
T7011880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malaita–San Cristobal languages |
E162601
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
San Cristobal languages
The San Cristobal languages are a subgroup of Oceanic languages spoken primarily on San Cristobal (Makira) Island in the Solomon Islands.
|
E162601
|
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: San Cristobal languages | Statement: [Malaita–San Cristobal languages, hasSubgroup, San Cristobal languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Cristobal languages Context triple: [Malaita–San Cristobal languages, hasSubgroup, San Cristobal languages]
-
A.
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.
-
B.
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.
-
C.
Boruca language
The Boruca language is an endangered indigenous Chibchan language spoken by the Boruca people of southern Costa Rica.
-
D.
Masbateño language
Masbateño is a Central Philippine language spoken primarily on Masbate Island in the Philippines, descended from the ancestral Proto-Philippine language.
-
E.
Chibchan languages
Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
- 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: San Cristobal languages Triple: [Malaita–San Cristobal languages, hasSubgroup, San Cristobal languages]
Generated description
The San Cristobal languages are a subgroup of Oceanic languages spoken primarily on San Cristobal (Makira) Island in the Solomon Islands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Cristobal languages Target entity description: The San Cristobal languages are a subgroup of Oceanic languages spoken primarily on San Cristobal (Makira) Island in the Solomon Islands.
-
A.
Malaita–San Cristobal languages
chosen
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.
-
B.
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.
-
C.
Boruca language
The Boruca language is an endangered indigenous Chibchan language spoken by the Boruca people of southern Costa Rica.
-
D.
Masbateño language
Masbateño is a Central Philippine language spoken primarily on Masbate Island in the Philippines, descended from the ancestral Proto-Philippine language.
-
E.
Chibchan languages
Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
- F. None of above.
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_69c6885a127c8190867b059bdccf13ff |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dc5729448190af66dbd6f3e8936e |
completed | March 27, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a4bd424819097e1543ec59979ff |
completed | March 28, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69c76b1ef6f481908f4c4f610328f633 |
completed | March 28, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76c01679c8190b61f642c23c25ed5 |
completed | March 28, 2026, 5:49 a.m. |
Created at: March 27, 2026, 2:34 p.m.