Triple
T11424234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moru–Madi languages |
E270703
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object |
Ma’di language
The Ma’di language is a Central Sudanic language spoken primarily by the Ma’di people of South Sudan and northern Uganda.
|
E924695
|
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: Ma’di language | Statement: [Moru–Madi languages, hasMemberLanguage, Ma’di language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ma’di language Context triple: [Moru–Madi languages, hasMemberLanguage, Ma’di language]
-
A.
Abu Jinuk language
The Abu Jinuk language is a lesser-known Kadu (Kadugli–Krongo) language spoken by an ethnic minority community in the Nuba Mountains region of Sudan.
-
B.
Tamyen language
The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
-
C.
Khufi language
The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
-
D.
Khwarshi language
The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
-
E.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
- 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: Ma’di language Triple: [Moru–Madi languages, hasMemberLanguage, Ma’di language]
Generated description
The Ma’di language is a Central Sudanic language spoken primarily by the Ma’di people of South Sudan and northern Uganda.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ma’di language Target entity description: The Ma’di language is a Central Sudanic language spoken primarily by the Ma’di people of South Sudan and northern Uganda.
-
A.
Abu Jinuk language
The Abu Jinuk language is a lesser-known Kadu (Kadugli–Krongo) language spoken by an ethnic minority community in the Nuba Mountains region of Sudan.
-
B.
Tamyen language
The Tamyen language is an extinct Ohlone (Costanoan) Native American language once spoken in the Santa Clara Valley region of California.
-
C.
Khufi language
The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
-
D.
Khwarshi language
The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
-
E.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
- 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d806be9c2c819084da13101cbb6c81 |
completed | April 9, 2026, 8:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b8b553808190bf8b40d9b03e12b7 |
completed | April 20, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69e5c28e2dd481909b45a43b5825f393 |
completed | April 20, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5c4722c348190a4c49edb1f6df240 |
completed | April 20, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:35 p.m.