Triple
T16567884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandara language |
E402508
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Mandwara
Mandwara is an alternative name for the Mandara language, an Afro-Asiatic language spoken primarily in parts of Cameroon and Nigeria.
|
E1221469
|
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: Mandwara | Statement: [Mandara language, hasAlternativeName, Mandwara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mandwara Context triple: [Mandara language, hasAlternativeName, Mandwara]
-
A.
Singhwara
Singhwara is a town located in the Darbhanga district of the Indian state of Bihar.
-
B.
Gandevi
Gandevi is a town in the Navsari district of Gujarat, India, known for its agricultural surroundings and regional trade activities.
-
C.
Varachha
Varachha is a major suburban area of Surat in Gujarat, India, known for its dense diamond-polishing industry and a large Patidar community.
-
D.
Maulapur
Maulapur is a town located in Madhesh Province in southeastern Nepal.
-
E.
Savarkundla
Savarkundla is a town in the Amreli district of Gujarat, India, known for its brass and copper utensil industry and traditional craftsmanship.
- 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: Mandwara Triple: [Mandara language, hasAlternativeName, Mandwara]
Generated description
Mandwara is an alternative name for the Mandara language, an Afro-Asiatic language spoken primarily in parts of Cameroon and Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mandwara Target entity description: Mandwara is an alternative name for the Mandara language, an Afro-Asiatic language spoken primarily in parts of Cameroon and Nigeria.
-
A.
Singhwara
Singhwara is a town located in the Darbhanga district of the Indian state of Bihar.
-
B.
Gandevi
Gandevi is a town in the Navsari district of Gujarat, India, known for its agricultural surroundings and regional trade activities.
-
C.
Varachha
Varachha is a major suburban area of Surat in Gujarat, India, known for its dense diamond-polishing industry and a large Patidar community.
-
D.
Maulapur
Maulapur is a town located in Madhesh Province in southeastern Nepal.
-
E.
Savarkundla
Savarkundla is a town in the Amreli district of Gujarat, India, known for its brass and copper utensil industry and traditional craftsmanship.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35772f6608190a125c7d3c199c3e2 |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ee3dcbc819087ea66b262585232 |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006ff5bdb88190be90d7446e24b61f |
completed | May 10, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007088fd988190b3dfef081769d03e |
completed | May 10, 2026, 11:48 a.m. |
Created at: April 10, 2026, 5:16 a.m.