Triple
T5759845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham Black Barons |
E127062
|
entity |
| Predicate | notablePlayer |
P304
|
FINISHED |
| Object |
Johnny Markham
Johnny Markham was a standout Negro league baseball player best known for his contributions to the Birmingham Black Barons.
|
E543655
|
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: Johnny Markham | Statement: [Birmingham Black Barons, notablePlayer, Johnny Markham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johnny Markham Context triple: [Birmingham Black Barons, notablePlayer, Johnny Markham]
-
A.
Matthew Skemp
Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
-
B.
Mark Bramble
Mark Bramble was an American theatre director and writer best known for co-writing and directing major Broadway musicals, including the hit revival of "42nd Street."
-
C.
Emmet Brickowski
Emmet Brickowski is the optimistic everyman construction worker who becomes an unlikely hero and "Special" in the animated film *The Lego Movie*.
-
D.
Warryn Campbell
Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
-
E.
Ryan Merriman
Ryan Merriman is an American actor best known for his roles in films like "Final Destination 3" and several Disney Channel movies, as well as television series such as "Pretty Little Liars."
- 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: Johnny Markham Triple: [Birmingham Black Barons, notablePlayer, Johnny Markham]
Generated description
Johnny Markham was a standout Negro league baseball player best known for his contributions to the Birmingham Black Barons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Johnny Markham Target entity description: Johnny Markham was a standout Negro league baseball player best known for his contributions to the Birmingham Black Barons.
-
A.
Matthew Skemp
Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
-
B.
Mark Bramble
Mark Bramble was an American theatre director and writer best known for co-writing and directing major Broadway musicals, including the hit revival of "42nd Street."
-
C.
Emmet Brickowski
Emmet Brickowski is the optimistic everyman construction worker who becomes an unlikely hero and "Special" in the animated film *The Lego Movie*.
-
D.
Warryn Campbell
Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
-
E.
Ryan Merriman
Ryan Merriman is an American actor best known for his roles in films like "Final Destination 3" and several Disney Channel movies, as well as television series such as "Pretty Little Liars."
- 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_69c00833a3fc81908f4bc29ed011b7a6 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0293771ec8190a0082685327d649b |
completed | March 22, 2026, 5:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e507d348190a983a4c127b78de0 |
completed | March 22, 2026, 11:42 p.m. |
| NEDg | Description generation | batch_69c0895a350c819098bfe51833e7f0da |
completed | March 23, 2026, 12:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c089e769248190aec908d826a36a85 |
completed | March 23, 2026, 12:31 a.m. |
Created at: March 22, 2026, 3:49 p.m.