Triple
T4703835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bagobo |
E104340
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Ubo Bagobo
Ubo Bagobo are an indigenous subgroup of the Bagobo people in Mindanao, Philippines, known for their rich oral traditions, intricate weaving, and distinct cultural practices.
|
E462102
|
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: Ubo Bagobo | Statement: [Bagobo, hasSubgroup, Ubo Bagobo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ubo Bagobo Context triple: [Bagobo, hasSubgroup, Ubo Bagobo]
-
A.
Tiyo Soga
Tiyo Soga was a pioneering 19th-century Xhosa Presbyterian minister, intellectual, and the first black South African to be ordained in Scotland, known for his influential role in Christianity and education in South Africa.
-
B.
Gideon Gono
Gideon Gono is a Zimbabwean economist and former Governor of the Reserve Bank of Zimbabwe, known for overseeing the country's monetary policy during its period of hyperinflation in the 2000s.
-
C.
Bai M. Gbala
Bai M. Gbala is a notable Liberian football coach recognized for managing the Liberia national football team.
-
D.
Michael Sata
Michael Sata was a Zambian politician and leader of the Patriotic Front who served as the country’s president from 2011 until his death in 2014.
-
E.
Abraham Attah
Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
- 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: Ubo Bagobo Triple: [Bagobo, hasSubgroup, Ubo Bagobo]
Generated description
Ubo Bagobo are an indigenous subgroup of the Bagobo people in Mindanao, Philippines, known for their rich oral traditions, intricate weaving, and distinct cultural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ubo Bagobo Target entity description: Ubo Bagobo are an indigenous subgroup of the Bagobo people in Mindanao, Philippines, known for their rich oral traditions, intricate weaving, and distinct cultural practices.
-
A.
Tiyo Soga
Tiyo Soga was a pioneering 19th-century Xhosa Presbyterian minister, intellectual, and the first black South African to be ordained in Scotland, known for his influential role in Christianity and education in South Africa.
-
B.
Gideon Gono
Gideon Gono is a Zimbabwean economist and former Governor of the Reserve Bank of Zimbabwe, known for overseeing the country's monetary policy during its period of hyperinflation in the 2000s.
-
C.
Bai M. Gbala
Bai M. Gbala is a notable Liberian football coach recognized for managing the Liberia national football team.
-
D.
Michael Sata
Michael Sata was a Zambian politician and leader of the Patriotic Front who served as the country’s president from 2011 until his death in 2014.
-
E.
Abraham Attah
Abraham Attah is a Ghanaian actor best known for his acclaimed breakout performance as a child soldier in the film "Beasts of No Nation."
- 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_69bd43e9b88481908582103dcadff3d9 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63d082088190b7fc61a487d7ef2f |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03d074348190a19092fa02a0bb39 |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be050e0f488190804c512e7cc17c56 |
completed | March 21, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05a6bed081909c8d8830fb103610 |
completed | March 21, 2026, 2:42 a.m. |
Created at: March 20, 2026, 1:17 p.m.