Triple
T20383296
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Talk |
E497893
|
entity |
| Predicate | hasHost |
P2592
|
FINISHED |
| Object |
Akbar Gbajabiamila
Akbar Gbajabiamila is a former NFL player turned television personality best known as a co-host and analyst on sports and talk shows.
|
E1427997
|
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: Akbar Gbajabiamila | Statement: [The Talk, hasHost, Akbar Gbajabiamila]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akbar Gbajabiamila Context triple: [The Talk, hasHost, Akbar Gbajabiamila]
-
A.
Nuhu Ribadu
Nuhu Ribadu is a Nigerian lawyer, former head of the Economic and Financial Crimes Commission (EFCC), and prominent anti-corruption crusader who later became a key opposition political figure.
-
B.
Joseph Junior Adenuga
Joseph Junior Adenuga is the British grime MC, rapper, and producer better known by his stage name Skepta.
-
C.
Sikiru Kayode Adetona
Sikiru Kayode Adetona is a prominent Nigerian traditional ruler and long-reigning monarch of the Ijebu people in Ogun State.
-
D.
Michael Taiwo Akinkunmi
Michael Taiwo Akinkunmi was a Nigerian civil servant and student best known for creating the design of Nigeria’s national flag.
-
E.
Bola Tinubu
Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
- 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: Akbar Gbajabiamila Triple: [The Talk, hasHost, Akbar Gbajabiamila]
Generated description
Akbar Gbajabiamila is a former NFL player turned television personality best known as a co-host and analyst on sports and talk shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Akbar Gbajabiamila Target entity description: Akbar Gbajabiamila is a former NFL player turned television personality best known as a co-host and analyst on sports and talk shows.
-
A.
Nuhu Ribadu
Nuhu Ribadu is a Nigerian lawyer, former head of the Economic and Financial Crimes Commission (EFCC), and prominent anti-corruption crusader who later became a key opposition political figure.
-
B.
Joseph Junior Adenuga
Joseph Junior Adenuga is the British grime MC, rapper, and producer better known by his stage name Skepta.
-
C.
Sikiru Kayode Adetona
Sikiru Kayode Adetona is a prominent Nigerian traditional ruler and long-reigning monarch of the Ijebu people in Ogun State.
-
D.
Michael Taiwo Akinkunmi
Michael Taiwo Akinkunmi was a Nigerian civil servant and student best known for creating the design of Nigeria’s national flag.
-
E.
Bola Tinubu
Bola Tinubu is a Nigerian politician and former governor of Lagos State who became president of Nigeria in 2023.
- 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_69e0b4a5b7908190a972e4e7e698ae94 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e678b208ec8190a09bf5fd947a2a02 |
completed | April 20, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08761704488190a4b832977d824839 |
completed | May 16, 2026, 1:50 p.m. |
| NEDg | Description generation | batch_6a08771f7edc8190b0c1dce8f5f6e145 |
completed | May 16, 2026, 1:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0877ac99408190a31ee21894770334 |
completed | May 16, 2026, 1:57 p.m. |
Created at: April 16, 2026, 11:27 a.m.