Triple
T17534518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Boys: Ride or Die |
E427020
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Robrecht Heyvaert
Robrecht Heyvaert is a Belgian cinematographer known for his dynamic visual style on high-profile action and genre films.
|
E1294780
|
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: Robrecht Heyvaert | Statement: [Bad Boys: Ride or Die, cinematographyBy, Robrecht Heyvaert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robrecht Heyvaert Context triple: [Bad Boys: Ride or Die, cinematographyBy, Robrecht Heyvaert]
-
A.
Jan van den Hoecke
Jan van den Hoecke was a 17th-century Flemish Baroque painter known for his religious and mythological works and for serving as a court artist in Vienna.
-
B.
Frans Van Cauwelaert
Frans Van Cauwelaert was a prominent Belgian Flemish politician and advocate of the Flemish Movement who played a key role in promoting Dutch language rights and regional autonomy.
-
C.
Karel Van Wijnendaele
Karel Van Wijnendaele was a Belgian sports journalist and cycling pioneer who played a key role in popularizing road racing in Flanders.
-
D.
Dirk Van Saene
Dirk Van Saene is a Belgian fashion designer and influential member of the avant-garde Antwerp Six collective known for reshaping contemporary fashion in the 1980s.
-
E.
Jean-François Van Geel
Jean-François Van Geel was a Belgian sculptor best known for creating the monumental lion statue atop the Lion’s Mound at Waterloo.
- 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: Robrecht Heyvaert Triple: [Bad Boys: Ride or Die, cinematographyBy, Robrecht Heyvaert]
Generated description
Robrecht Heyvaert is a Belgian cinematographer known for his dynamic visual style on high-profile action and genre films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robrecht Heyvaert Target entity description: Robrecht Heyvaert is a Belgian cinematographer known for his dynamic visual style on high-profile action and genre films.
-
A.
Jan van den Hoecke
Jan van den Hoecke was a 17th-century Flemish Baroque painter known for his religious and mythological works and for serving as a court artist in Vienna.
-
B.
Frans Van Cauwelaert
Frans Van Cauwelaert was a prominent Belgian Flemish politician and advocate of the Flemish Movement who played a key role in promoting Dutch language rights and regional autonomy.
-
C.
Karel Van Wijnendaele
Karel Van Wijnendaele was a Belgian sports journalist and cycling pioneer who played a key role in popularizing road racing in Flanders.
-
D.
Dirk Van Saene
Dirk Van Saene is a Belgian fashion designer and influential member of the avant-garde Antwerp Six collective known for reshaping contemporary fashion in the 1980s.
-
E.
Jean-François Van Geel
Jean-François Van Geel was a Belgian sculptor best known for creating the monumental lion statue atop the Lion’s Mound at Waterloo.
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4536ac7f48190994f7b39a6a811d7 |
completed | April 19, 2026, 4 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a031b12eda88190a18f23b6da9e2213 |
completed | May 12, 2026, 12:20 p.m. |
| NEDg | Description generation | batch_6a031befbd808190bca9a98683373e25 |
completed | May 12, 2026, 12:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a031cb0bfa881908d3620d3ff24f09e |
completed | May 12, 2026, 12:27 p.m. |
Created at: April 10, 2026, 5:49 a.m.