Triple
T4347577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fashoda Incident |
E97942
|
entity |
| Predicate | opposingCommander |
P1698
|
FINISHED |
| Object |
Jean-Baptiste Marchand
Jean-Baptiste Marchand was a French military officer and explorer best known for leading the French expedition to Fashoda in 1898, a key episode in the imperial rivalry between France and Britain in Africa.
|
E432513
|
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: Jean-Baptiste Marchand | Statement: [Fashoda Incident, opposingCommander, Jean-Baptiste Marchand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Baptiste Marchand Context triple: [Fashoda Incident, opposingCommander, Jean-Baptiste Marchand]
-
A.
Jean-Baptiste Le Blond
Jean-Baptiste Le Blond was a French architect and landscape designer of the early 18th century, known for bringing French formal garden and architectural styles to Russia under Peter the Great.
-
B.
Stanislas Guerini
Stanislas Guerini is a French politician who has served as a leading figure in President Emmanuel Macron’s centrist political movement.
-
C.
François Jouffroy
François Jouffroy was a 19th-century French sculptor known for his neoclassical style and contributions to major Parisian monuments.
-
D.
Yves-François Blanchet
Yves-François Blanchet is a Canadian politician who serves as the leader of the Bloc Québécois, a federal party advocating for Quebec nationalism and sovereignty.
-
E.
Jean-François Bernard
Jean-François Bernard is a former French professional road cyclist known as a top stage racer and time trialist in the 1980s, including podium finishes in the Tour de France.
- 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: Jean-Baptiste Marchand Triple: [Fashoda Incident, opposingCommander, Jean-Baptiste Marchand]
Generated description
Jean-Baptiste Marchand was a French military officer and explorer best known for leading the French expedition to Fashoda in 1898, a key episode in the imperial rivalry between France and Britain in Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean-Baptiste Marchand Target entity description: Jean-Baptiste Marchand was a French military officer and explorer best known for leading the French expedition to Fashoda in 1898, a key episode in the imperial rivalry between France and Britain in Africa.
-
A.
Jean-Baptiste Le Blond
Jean-Baptiste Le Blond was a French architect and landscape designer of the early 18th century, known for bringing French formal garden and architectural styles to Russia under Peter the Great.
-
B.
Stanislas Guerini
Stanislas Guerini is a French politician who has served as a leading figure in President Emmanuel Macron’s centrist political movement.
-
C.
François Jouffroy
François Jouffroy was a 19th-century French sculptor known for his neoclassical style and contributions to major Parisian monuments.
-
D.
Yves-François Blanchet
Yves-François Blanchet is a Canadian politician who serves as the leader of the Bloc Québécois, a federal party advocating for Quebec nationalism and sovereignty.
-
E.
Jean-François Bernard
Jean-François Bernard is a former French professional road cyclist known as a top stage racer and time trialist in the 1980s, including podium finishes in the Tour de France.
- 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_69b34548402c819085ab68b27c235a87 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351a5559c819081608b0aaf6a0e66 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5dba958b88190b1b4efe4274cd060 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc1eedc08190b50b72b59cf1dcf0 |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dcbf4d5081908d24bce8e2769124 |
completed | March 14, 2026, 10:10 p.m. |
Created at: March 12, 2026, 11:15 p.m.