Triple
T13103592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Francisco Bay Blackhawks |
E310782
|
entity |
| Predicate | notablePlayer |
P304
|
FINISHED |
| Object |
Marcelo Balboa
Marcelo Balboa is a former American soccer defender best known for his long tenure with the U.S. national team, including appearances in multiple FIFA World Cups, and for being one of the early stars of Major League Soccer.
|
E1022954
|
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: Marcelo Balboa | Statement: [San Francisco Bay Blackhawks, notablePlayer, Marcelo Balboa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcelo Balboa Context triple: [San Francisco Bay Blackhawks, notablePlayer, Marcelo Balboa]
-
A.
Alexis Argüello
Alexis Argüello was a Nicaraguan professional boxer renowned for his technical skill and punching power, becoming a three-weight world champion and one of the sport’s most respected figures.
-
B.
Marco Mendoza
Marco Mendoza is a Mexican-American rock bassist and vocalist best known for his work with bands like Thin Lizzy, Whitesnake, and The Dead Daisies.
-
C.
Mauricio Rua
Mauricio "Shogun" Rua is a Brazilian mixed martial artist and former UFC light heavyweight champion renowned for his aggressive Muay Thai striking and success in both PRIDE and the UFC.
-
D.
Carlos Monzón
Carlos Monzón was an Argentine middleweight boxing champion widely regarded as one of the greatest fighters in the division’s history, known for his dominant title reign in the 1970s.
-
E.
Marco Antonio Barrera
Marco Antonio Barrera is a Mexican former professional boxer renowned as a multiple-division world champion and one of the greatest featherweights of his era.
- 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: Marcelo Balboa Triple: [San Francisco Bay Blackhawks, notablePlayer, Marcelo Balboa]
Generated description
Marcelo Balboa is a former American soccer defender best known for his long tenure with the U.S. national team, including appearances in multiple FIFA World Cups, and for being one of the early stars of Major League Soccer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcelo Balboa Target entity description: Marcelo Balboa is a former American soccer defender best known for his long tenure with the U.S. national team, including appearances in multiple FIFA World Cups, and for being one of the early stars of Major League Soccer.
-
A.
Alexis Argüello
Alexis Argüello was a Nicaraguan professional boxer renowned for his technical skill and punching power, becoming a three-weight world champion and one of the sport’s most respected figures.
-
B.
Marco Mendoza
Marco Mendoza is a Mexican-American rock bassist and vocalist best known for his work with bands like Thin Lizzy, Whitesnake, and The Dead Daisies.
-
C.
Mauricio Rua
Mauricio "Shogun" Rua is a Brazilian mixed martial artist and former UFC light heavyweight champion renowned for his aggressive Muay Thai striking and success in both PRIDE and the UFC.
-
D.
Carlos Monzón
Carlos Monzón was an Argentine middleweight boxing champion widely regarded as one of the greatest fighters in the division’s history, known for his dominant title reign in the 1970s.
-
E.
Marco Antonio Barrera
Marco Antonio Barrera is a Mexican former professional boxer renowned as a multiple-division world champion and one of the greatest featherweights of his era.
- 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98153255c8190b6ab64ac0c4716f8 |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e277b89c8190a0d895eb46836525 |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e49f9b2c8190adc17603ac326b94 |
completed | May 3, 2026, 6:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e5979df881909db42a735b9b1064 |
completed | May 3, 2026, 6:05 a.m. |
Created at: April 9, 2026, 9:04 p.m.