Triple
T1307093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi Pro League |
E27902
|
entity |
| Predicate | hasNotablePlayer |
P9730
|
FINISHED |
| Object |
Roberto Firmino
Roberto Firmino is a Brazilian forward known for his creative playmaking, work rate, and successful spell at Liverpool FC, where he formed a prolific attacking trio with Mohamed Salah and Sadio Mané.
|
E152101
|
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: Roberto Firmino | Statement: [Saudi Pro League, hasNotablePlayer, Roberto Firmino]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roberto Firmino Context triple: [Saudi Pro League, hasNotablePlayer, Roberto Firmino]
-
A.
Mohamed Salah
Mohamed Salah is an Egyptian professional footballer renowned as one of the world’s leading forwards, particularly for his prolific goal-scoring and success with Liverpool FC and the Egypt national team.
-
B.
Sadio Mané
Sadio Mané is a Senegalese professional footballer renowned as one of Africa’s top forwards, known for his prolific spells at Liverpool and Bayern Munich before moving to the Saudi Pro League.
-
C.
Jose Emmanuel Lallana
Jose Emmanuel Lallana is a Filipino web administrator known for helping manage and develop the Philippine country-code top-level domain, .ph.
-
D.
Trent Alexander-Arnold
Trent Alexander-Arnold is an English professional footballer known for playing as an attacking right-back for Liverpool FC and the England national team.
-
E.
Bruno Fernandes
Bruno Fernandes is a Portuguese attacking midfielder known for his creativity, goal-scoring, and playmaking, starring for both Manchester United and the Portugal national team.
- 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: Roberto Firmino Triple: [Saudi Pro League, hasNotablePlayer, Roberto Firmino]
Generated description
Roberto Firmino is a Brazilian forward known for his creative playmaking, work rate, and successful spell at Liverpool FC, where he formed a prolific attacking trio with Mohamed Salah and Sadio Mané.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roberto Firmino Target entity description: Roberto Firmino is a Brazilian forward known for his creative playmaking, work rate, and successful spell at Liverpool FC, where he formed a prolific attacking trio with Mohamed Salah and Sadio Mané.
-
A.
Mohamed Salah
Mohamed Salah is an Egyptian professional footballer renowned as one of the world’s leading forwards, particularly for his prolific goal-scoring and success with Liverpool FC and the Egypt national team.
-
B.
Sadio Mané
Sadio Mané is a Senegalese professional footballer renowned as one of Africa’s top forwards, known for his prolific spells at Liverpool and Bayern Munich before moving to the Saudi Pro League.
-
C.
Jose Emmanuel Lallana
Jose Emmanuel Lallana is a Filipino web administrator known for helping manage and develop the Philippine country-code top-level domain, .ph.
-
D.
Trent Alexander-Arnold
Trent Alexander-Arnold is an English professional footballer known for playing as an attacking right-back for Liverpool FC and the England national team.
-
E.
Bruno Fernandes
Bruno Fernandes is a Portuguese attacking midfielder known for his creativity, goal-scoring, and playmaking, starring for both Manchester United and the Portugal national team.
- 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_69a496d7d83481908f83085854e51328 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c1368038819089d1091cc43901a3 |
completed | March 1, 2026, 10:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf27639081908bd91bb904a58d32 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbf94e6e881908d15b2ef99f17668 |
completed | March 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc0b212608190bbb2310402d86ed9 |
completed | March 8, 2026, 12:20 a.m. |
Created at: March 1, 2026, 7:51 p.m.