Triple
T13672401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | P-Square |
E327781
|
entity |
| Predicate | hasTwinMember |
P2516
|
FINISHED |
| Object | Peter Okoye |
E1053045
|
NE FINISHED |
How this triple was built (3 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: Peter Okoye | Statement: [P-Square, hasTwinMember, Peter Okoye]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter Okoye Context triple: [P-Square, hasTwinMember, Peter Okoye]
-
A.
Peter Okoye
chosen
Peter Okoye is a Nigerian singer, songwriter, and performer best known as one half of the former Afrobeats duo P-Square.
-
B.
Bob Lee Swagger
Bob Lee Swagger is a highly skilled former U.S. Marine Corps sniper who becomes the framed and fugitive protagonist in the thriller story "Shooter."
-
C.
Okoye
Okoye is the fiercely loyal and highly skilled Wakandan warrior who leads the Dora Milaje and serves as one of Black Panther’s closest allies in the Marvel Cinematic Universe.
-
D.
Thunderbolt Ross
Thunderbolt Ross is a high-ranking U.S. military officer in Marvel Comics, best known for obsessively hunting the Hulk and later becoming the Red Hulk.
-
E.
T'Chaka
T'Chaka is the former king of Wakanda and Black Panther in Marvel lore, remembered as T'Challa's noble but secretive father whose past decisions shape his son's reign.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTwinMember Context triple: [P-Square, hasTwinMember, Peter Okoye]
-
A.
hasTwin
chosen
Indicates that one entity is a twin of another, sharing the same birth event or time with a sibling.
-
B.
isTwinWith
Indicates that two entities are twins, sharing the same birth parents and being born at (or very near) the same time.
-
C.
hasTwinCharacters
Indicates that two characters are twins, sharing the same parents and birth time or very close birth times.
-
D.
hasTwinStructureWith
Indicates that two entities share an identical or nearly identical structural form, typically as corresponding or mirrored counterparts.
-
E.
hasTwinFeature
Indicates that two entities share an identical or nearly identical feature, characteristic, or component, as if they are twins in that respect.
- F. None of above.
Provenance (4 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_69d8076f1fa8819094664a59b55010df |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc65aab348190a6611f5765f8392d |
completed | April 12, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d487e2c8190909e1c80cc2262ed |
completed | May 3, 2026, 7:08 p.m. |
| PD | Predicate disambiguation | batch_69dbbe8d8d0881908d6e89954f44eed4 |
completed | April 12, 2026, 3:47 p.m. |
Created at: April 9, 2026, 9:53 p.m.