Triple
T5934405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Teleperformance |
E132008
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Daniel Julien
Daniel Julien is a French entrepreneur best known as the founder and longtime leader of Teleperformance, a global customer experience management and call center outsourcing company.
|
E556372
|
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: Daniel Julien | Statement: [Teleperformance, foundedBy, Daniel Julien]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel Julien Context triple: [Teleperformance, foundedBy, Daniel Julien]
-
A.
David Janollari
David Janollari is an American television producer and executive known for his work on acclaimed series such as Six Feet Under.
-
B.
Frank Cuprien
Frank Cuprien was an American painter and influential figure in the early 20th-century California art scene, particularly known for his coastal marine landscapes and role in organizing local artists.
-
C.
Jean Raoux
Jean Raoux was a French painter of the late 17th and early 18th centuries, known for his elegant genre scenes and portraits that bridged the Baroque and Rococo styles.
-
D.
Benoit Jacob
Benoit Jacob is an automotive designer best known for leading the design of BMW’s innovative electric i-series models, including the BMW i3.
-
E.
Julien BriseBois
Julien BriseBois is a Canadian ice hockey executive best known for building and leading the Tampa Bay Lightning into a modern NHL powerhouse and multiple-time Stanley Cup champion.
- 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: Daniel Julien Triple: [Teleperformance, foundedBy, Daniel Julien]
Generated description
Daniel Julien is a French entrepreneur best known as the founder and longtime leader of Teleperformance, a global customer experience management and call center outsourcing company.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel Julien Target entity description: Daniel Julien is a French entrepreneur best known as the founder and longtime leader of Teleperformance, a global customer experience management and call center outsourcing company.
-
A.
David Janollari
David Janollari is an American television producer and executive known for his work on acclaimed series such as Six Feet Under.
-
B.
Frank Cuprien
Frank Cuprien was an American painter and influential figure in the early 20th-century California art scene, particularly known for his coastal marine landscapes and role in organizing local artists.
-
C.
Jean Raoux
Jean Raoux was a French painter of the late 17th and early 18th centuries, known for his elegant genre scenes and portraits that bridged the Baroque and Rococo styles.
-
D.
Benoit Jacob
Benoit Jacob is an automotive designer best known for leading the design of BMW’s innovative electric i-series models, including the BMW i3.
-
E.
Julien BriseBois
Julien BriseBois is a Canadian ice hockey executive best known for building and leading the Tampa Bay Lightning into a modern NHL powerhouse and multiple-time Stanley Cup champion.
- 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c038a0c4e481908170d615330edb1a |
completed | March 22, 2026, 6:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c069e450819096b268637ffcd219 |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c46fabf081908484ba066c25187b |
completed | March 23, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c4f21528819093a36c07e2637446 |
completed | March 23, 2026, 4:43 a.m. |
Created at: March 22, 2026, 4 p.m.