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.