Triple
T1672066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swansea City A.F.C. |
E36146
|
entity |
| Predicate | notableManager |
P896
|
FINISHED |
| Object |
Roberto Martínez
Roberto Martínez is a Spanish football manager and former midfielder known for his tactical approach in English football and for managing clubs like Wigan Athletic and Everton as well as the Belgium and Portugal national teams.
|
E190344
|
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 Martínez | Statement: [Swansea City A.F.C., notableManager, Roberto Martínez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roberto Martínez Context triple: [Swansea City A.F.C., notableManager, Roberto Martínez]
-
A.
Unai Emery
Unai Emery is a Spanish football manager renowned for his tactical acumen and success in European competitions, including multiple UEFA Europa League titles.
-
B.
Sergio Lobera
Sergio Lobera is a Spanish football manager known for his attacking, possession-based style and successful stints in Indian football, particularly in the Indian Super League.
-
C.
Jorge Jesus
Jorge Jesus is a Portuguese football manager renowned for his tactical acumen and successful spells at top clubs such as Benfica, Flamengo, and Sporting CP.
-
D.
Luis de la Fuente
Luis de la Fuente is a Spanish football manager and former player who serves as head coach of Spain’s national team, having previously led the country’s youth sides to multiple European titles.
-
E.
Marcelo Bielsa
Marcelo Bielsa is an influential Argentine football manager renowned for his high-intensity, attacking style and meticulous tactical approach.
- 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 Martínez Triple: [Swansea City A.F.C., notableManager, Roberto Martínez]
Generated description
Roberto Martínez is a Spanish football manager and former midfielder known for his tactical approach in English football and for managing clubs like Wigan Athletic and Everton as well as the Belgium and Portugal national teams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roberto Martínez Target entity description: Roberto Martínez is a Spanish football manager and former midfielder known for his tactical approach in English football and for managing clubs like Wigan Athletic and Everton as well as the Belgium and Portugal national teams.
-
A.
Unai Emery
Unai Emery is a Spanish football manager renowned for his tactical acumen and success in European competitions, including multiple UEFA Europa League titles.
-
B.
Sergio Lobera
Sergio Lobera is a Spanish football manager known for his attacking, possession-based style and successful stints in Indian football, particularly in the Indian Super League.
-
C.
Jorge Jesus
Jorge Jesus is a Portuguese football manager renowned for his tactical acumen and successful spells at top clubs such as Benfica, Flamengo, and Sporting CP.
-
D.
Luis de la Fuente
Luis de la Fuente is a Spanish football manager and former player who serves as head coach of Spain’s national team, having previously led the country’s youth sides to multiple European titles.
-
E.
Marcelo Bielsa
Marcelo Bielsa is an influential Argentine football manager renowned for his high-intensity, attacking style and meticulous tactical approach.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa6244b2888190b551b55aa053f1d3 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad71b0cde08190a210cf387459e9ad |
completed | March 8, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_69ad73e42340819092ef5ee85e3f7b7f |
completed | March 8, 2026, 1:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad7464fe9c8190a98d8e98129c61c0 |
completed | March 8, 2026, 1:06 p.m. |
Created at: March 4, 2026, 7:29 p.m.