Triple
T3111375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xavier Niel |
E64957
|
entity |
| Predicate | coFounded |
P104
|
FINISHED |
| Object |
Le Monde Groupe (as part of investor group)
Le Monde Groupe (as part of an investor group) is the publishing company that owns and operates the influential French daily newspaper Le Monde and related media outlets.
|
E326565
|
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: Le Monde Groupe (as part of investor group) | Statement: [Xavier Niel, coFounded, Le Monde Groupe (as part of investor group)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Le Monde Groupe (as part of investor group) Context triple: [Xavier Niel, coFounded, Le Monde Groupe (as part of investor group)]
-
A.
Lagardère Group
Lagardère Group is a major French multinational media conglomerate with core businesses in publishing, travel retail, and entertainment.
-
B.
TF1 Group
TF1 Group is a major French media conglomerate best known for operating France’s leading television channel TF1 and various other broadcasting and digital media assets.
-
C.
Puteaux Group
The Puteaux Group was an early 20th-century circle of avant-garde artists and theorists in France who played a key role in developing and articulating Cubist ideas.
-
D.
MillionPlus group
The MillionPlus group is a UK-based association representing modern universities that focus on widening participation, applied research, and regional economic development.
-
E.
Thales Group
Thales Group is a French multinational company specializing in aerospace, defense, security, and transportation technologies and systems.
- 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: Le Monde Groupe (as part of investor group) Triple: [Xavier Niel, coFounded, Le Monde Groupe (as part of investor group)]
Generated description
Le Monde Groupe (as part of an investor group) is the publishing company that owns and operates the influential French daily newspaper Le Monde and related media outlets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Le Monde Groupe (as part of investor group) Target entity description: Le Monde Groupe (as part of an investor group) is the publishing company that owns and operates the influential French daily newspaper Le Monde and related media outlets.
-
A.
Lagardère Group
Lagardère Group is a major French multinational media conglomerate with core businesses in publishing, travel retail, and entertainment.
-
B.
TF1 Group
TF1 Group is a major French media conglomerate best known for operating France’s leading television channel TF1 and various other broadcasting and digital media assets.
-
C.
Puteaux Group
The Puteaux Group was an early 20th-century circle of avant-garde artists and theorists in France who played a key role in developing and articulating Cubist ideas.
-
D.
MillionPlus group
The MillionPlus group is a UK-based association representing modern universities that focus on widening participation, applied research, and regional economic development.
-
E.
Thales Group
Thales Group is a French multinational company specializing in aerospace, defense, security, and transportation technologies and systems.
- 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_69ad857eeaf48190b34ebfdaa7a264cf |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada43954f0819096a96331bf3c53a8 |
completed | March 8, 2026, 4:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20394a8cc8190b114760079f8b0f6 |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b2043430548190a538c183aef44b44 |
completed | March 12, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b204c812f081908fe5733305123c0e |
completed | March 12, 2026, 12:11 a.m. |
Created at: March 8, 2026, 3:04 p.m.