Triple
T2327002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Morocco |
E48309
|
entity |
| Predicate | notableResidentGeneral |
P1092
|
FINISHED |
| Object |
Hubert Lyautey
Hubert Lyautey was a French army general and colonial administrator best known for serving as the first Resident-General of the French protectorate in Morocco and for shaping its early colonial governance.
|
E255131
|
NE FINISHED |
How this triple was built (5 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: Hubert Lyautey | Statement: [French Morocco, notableResidentGeneral, Hubert Lyautey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hubert Lyautey Context triple: [French Morocco, notableResidentGeneral, Hubert Lyautey]
-
A.
Georges Catroux
Georges Catroux was a French general and diplomat who became a prominent leader in the Free French movement during World War II.
-
B.
Pierre-Roger Ducos
Pierre-Roger Ducos was a French revolutionary politician who served as one of the three provisional consuls alongside Napoleon Bonaparte following the Coup of 18 Brumaire.
-
C.
André Tardieu
André Tardieu was a French politician and three-time Prime Minister of France during the interwar period, known for his influential role in foreign and domestic policy.
-
D.
Guillaume d’Ornano
Guillaume d’Ornano was a French businessman and entrepreneur best known for co-founding the luxury cosmetics and perfume house Lancôme in the 1930s.
-
E.
François Darlan
François Darlan was a French admiral and Vichy regime leader who briefly aligned with the Allies in North Africa during World War II before his assassination in 1942.
- 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: Hubert Lyautey Triple: [French Morocco, notableResidentGeneral, Hubert Lyautey]
Generated description
Hubert Lyautey was a French army general and colonial administrator best known for serving as the first Resident-General of the French protectorate in Morocco and for shaping its early colonial governance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hubert Lyautey Target entity description: Hubert Lyautey was a French army general and colonial administrator best known for serving as the first Resident-General of the French protectorate in Morocco and for shaping its early colonial governance.
-
A.
Georges Catroux
Georges Catroux was a French general and diplomat who became a prominent leader in the Free French movement during World War II.
-
B.
Pierre-Roger Ducos
Pierre-Roger Ducos was a French revolutionary politician who served as one of the three provisional consuls alongside Napoleon Bonaparte following the Coup of 18 Brumaire.
-
C.
André Tardieu
André Tardieu was a French politician and three-time Prime Minister of France during the interwar period, known for his influential role in foreign and domestic policy.
-
D.
Guillaume d’Ornano
Guillaume d’Ornano was a French businessman and entrepreneur best known for co-founding the luxury cosmetics and perfume house Lancôme in the 1930s.
-
E.
François Darlan
François Darlan was a French admiral and Vichy regime leader who briefly aligned with the Allies in North Africa during World War II before his assassination in 1942.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableResidentGeneral Context triple: [French Morocco, notableResidentGeneral, Hubert Lyautey]
-
A.
hasNotableResident
chosen
Indicates that an entity is or has been a well-known or distinguished resident of a particular place or location.
-
B.
notableGovernorGeneral
Indicates that the subject is a Governor General who is recognized as notable or distinguished in that role.
-
C.
notableOfficeHolder
Indicates that an entity is a significant or distinguished holder of a particular office or position associated with another entity.
-
D.
notableViceroy
Indicates that a person is recognized as a distinguished or historically significant viceroy in relation to a territory or realm.
-
E.
notableCharacterType
Indicates that an entity is a notable or prominent example of a specified character type or role.
- F. None of above.
Provenance (6 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_69a88aa308a88190b0b86c011fda7fce |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abcc30c5e881908c5d526d7e7491d0 |
completed | March 7, 2026, 6:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae897004308190bc2e335e9caea2ca |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8ace309c8190b57426d1449de723 |
completed | March 9, 2026, 8:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8b56d8548190aa6a99f3f7d99c3e |
completed | March 9, 2026, 8:56 a.m. |
| PD | Predicate disambiguation | batch_69abc5926d048190a535e3f23d41de2a |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:50 p.m.