Triple
T15100339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sanhaja |
E360646
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Gudala
Gudala is a subgroup of the Sanhaja, a historic Berber tribal confederation of North Africa and the Sahara.
|
E1136635
|
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: Gudala | Statement: [Sanhaja, hasSubgroup, Gudala]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gudala Context triple: [Sanhaja, hasSubgroup, Gudala]
-
A.
Kadaru
Kadaru is a Nubian language spoken by the Kadaru people in parts of Sudan.
-
B.
Gudia
Gudia is an Indian film directed by acclaimed filmmaker Goutam Ghose, known for its sensitive storytelling and exploration of complex social and emotional themes.
-
C.
Kuduru
Kuduru is a community located within the Bwari Area Council in Nigeria’s Federal Capital Territory.
-
D.
Nagavara
Nagavara is a rapidly developing residential and commercial neighborhood in northern Bangalore, known for its proximity to tech parks, major road links, and the Manyata Tech Park.
-
E.
Sangole
Sangole is a town in Maharashtra, India, known for its agricultural markets and location within Solapur district.
- 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: Gudala Triple: [Sanhaja, hasSubgroup, Gudala]
Generated description
Gudala is a subgroup of the Sanhaja, a historic Berber tribal confederation of North Africa and the Sahara.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gudala Target entity description: Gudala is a subgroup of the Sanhaja, a historic Berber tribal confederation of North Africa and the Sahara.
-
A.
Kadaru
Kadaru is a Nubian language spoken by the Kadaru people in parts of Sudan.
-
B.
Gudia
Gudia is an Indian film directed by acclaimed filmmaker Goutam Ghose, known for its sensitive storytelling and exploration of complex social and emotional themes.
-
C.
Kuduru
Kuduru is a community located within the Bwari Area Council in Nigeria’s Federal Capital Territory.
-
D.
Nagavara
Nagavara is a rapidly developing residential and commercial neighborhood in northern Bangalore, known for its proximity to tech parks, major road links, and the Manyata Tech Park.
-
E.
Sangole
Sangole is a town in Maharashtra, India, known for its agricultural markets and location within Solapur district.
- 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_69d85a035aa88190b52a139d3a1b7b6d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e00550007481909e02ee1d597a4d37 |
completed | April 15, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae2571f48190b73f0aecd113fed6 |
completed | May 9, 2026, 3:46 a.m. |
| NEDg | Description generation | batch_69feb0be78b0819092cc9d7e8775458f |
completed | May 9, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb15a575c8190b02a21449530e361 |
completed | May 9, 2026, 4 a.m. |
Created at: April 10, 2026, 3:04 a.m.