Triple
T23256699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Timni |
E581893
|
entity |
| Predicate | languageSubfamily |
P1967
|
FINISHED |
| Object |
Mel languages
Mel languages are a small group of related Niger-Congo languages spoken primarily in Sierra Leone, Liberia, and neighboring parts of West Africa.
|
E1577058
|
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: Mel languages | Statement: [Timni, languageSubfamily, Mel languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mel languages Context triple: [Timni, languageSubfamily, Mel languages]
-
A.
Madang languages
The Madang languages are a diverse group of Papuan languages spoken primarily in Madang Province of Papua New Guinea, noted for their complex phonologies and significant internal diversity.
-
B.
Mari language
The Mari language is a Uralic language spoken primarily by the Mari people in the Mari El Republic and surrounding regions of Russia, known for its distinct dialects and rich oral tradition.
-
C.
Mendi languages
The Mendi languages are a small group of closely related Papuan languages spoken primarily in the Southern Highlands Province of Papua New Guinea.
-
D.
Malaita languages
Malaita languages are a subgroup of Oceanic languages spoken primarily on Malaita Island in the Solomon Islands, known for their diversity and significance within the Southeast Solomonic branch.
-
E.
Mosetenan languages
The Mosetenan languages are a small indigenous language family of Bolivia spoken primarily by the Tsimané and closely related groups in the Amazonian foothills.
- 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: Mel languages Triple: [Timni, languageSubfamily, Mel languages]
Generated description
Mel languages are a small group of related Niger-Congo languages spoken primarily in Sierra Leone, Liberia, and neighboring parts of West Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mel languages Target entity description: Mel languages are a small group of related Niger-Congo languages spoken primarily in Sierra Leone, Liberia, and neighboring parts of West Africa.
-
A.
Madang languages
The Madang languages are a diverse group of Papuan languages spoken primarily in Madang Province of Papua New Guinea, noted for their complex phonologies and significant internal diversity.
-
B.
Mari language
The Mari language is a Uralic language spoken primarily by the Mari people in the Mari El Republic and surrounding regions of Russia, known for its distinct dialects and rich oral tradition.
-
C.
Mendi languages
The Mendi languages are a small group of closely related Papuan languages spoken primarily in the Southern Highlands Province of Papua New Guinea.
-
D.
Malaita languages
Malaita languages are a subgroup of Oceanic languages spoken primarily on Malaita Island in the Solomon Islands, known for their diversity and significance within the Southeast Solomonic branch.
-
E.
Mosetenan languages
The Mosetenan languages are a small indigenous language family of Bolivia spoken primarily by the Tsimané and closely related groups in the Amazonian foothills.
- 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_69e246079f58819085eaa9c260906880 |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f194c4905c819099ca21c6529413ac |
completed | April 29, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f6be3ec8190be316ae03c3b3729 |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c40297d3c8190b366b60cec3dbbf8 |
completed | May 19, 2026, 10:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40ffd67481908931ffc2d91fb02b |
completed | May 19, 2026, 10:52 a.m. |
Created at: April 17, 2026, 4:11 p.m.