Triple
T14581134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Les Ferdinand |
E342193
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object |
Premier League 1995–96 season
The Premier League 1995–96 season was the fourth campaign of England’s top-flight football in the Premier League era, remembered for Manchester United’s title win and the emergence of their famed “Class of ’92.”
|
E1107802
|
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: Premier League 1995–96 season | Statement: [Les Ferdinand, participatedIn, Premier League 1995–96 season]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Premier League 1995–96 season Context triple: [Les Ferdinand, participatedIn, Premier League 1995–96 season]
-
A.
1994–95 Premier League season
The 1994–95 Premier League season was the third campaign of England’s top-tier football league in its modern era, notable for Blackburn Rovers’ title win and key individual awards that helped define the league’s early history.
-
B.
1996–97 Premier League
The 1996–97 Premier League season was an English top-flight football campaign in which Manchester United won the title and Sunderland, Middlesbrough, and Nottingham Forest were relegated.
-
C.
Premier League 1998–99
The Premier League 1998–99 season was the English top-flight football campaign in which Manchester United famously secured the league title as part of their historic treble-winning year.
-
D.
1997–98 Premier League
The 1997–98 Premier League season was the English top-flight football campaign in which Arsenal, under Arsène Wenger, dramatically won the title over Manchester United.
-
E.
1992–93 Premier League season
The 1992–93 Premier League season was the inaugural campaign of England’s rebranded top-flight football league, marking the beginning of the modern Premier League 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: Premier League 1995–96 season Triple: [Les Ferdinand, participatedIn, Premier League 1995–96 season]
Generated description
The Premier League 1995–96 season was the fourth campaign of England’s top-flight football in the Premier League era, remembered for Manchester United’s title win and the emergence of their famed “Class of ’92.”
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Premier League 1995–96 season Target entity description: The Premier League 1995–96 season was the fourth campaign of England’s top-flight football in the Premier League era, remembered for Manchester United’s title win and the emergence of their famed “Class of ’92.”
-
A.
1994–95 Premier League season
The 1994–95 Premier League season was the third campaign of England’s top-tier football league in its modern era, notable for Blackburn Rovers’ title win and key individual awards that helped define the league’s early history.
-
B.
1996–97 Premier League
The 1996–97 Premier League season was an English top-flight football campaign in which Manchester United won the title and Sunderland, Middlesbrough, and Nottingham Forest were relegated.
-
C.
Premier League 1998–99
The Premier League 1998–99 season was the English top-flight football campaign in which Manchester United famously secured the league title as part of their historic treble-winning year.
-
D.
1997–98 Premier League
The 1997–98 Premier League season was the English top-flight football campaign in which Arsenal, under Arsène Wenger, dramatically won the title over Manchester United.
-
E.
1992–93 Premier League season
The 1992–93 Premier League season was the inaugural campaign of England’s rebranded top-flight football league, marking the beginning of the modern Premier League 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb41e71748190a1deacc819dd26d3 |
completed | April 14, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94b832b08190965b727baa700403 |
completed | May 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69fd959751d48190890dcce97f50ff07 |
completed | May 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd966727088190a151f4790b434354 |
completed | May 8, 2026, 7:53 a.m. |
Created at: April 10, 2026, 1:24 a.m.