Triple
T14328136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bimont valley near Aix-en-Provence |
E355266
|
entity |
| Predicate | hasNotableEngineerAssociated |
P82513
|
FINISHED |
| Object | François Zola |
E71802
|
NE FINISHED |
How this triple was built (3 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: François Zola | Statement: [Bimont valley near Aix-en-Provence, hasNotableEngineerAssociated, François Zola]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: François Zola Context triple: [Bimont valley near Aix-en-Provence, hasNotableEngineerAssociated, François Zola]
-
A.
François Zola
chosen
François Zola was a French engineer of Italian origin best known for designing the Zola Dam near Aix-en-Provence and for being the father of novelist Émile Zola.
-
B.
Alexandrine Zola
Alexandrine Zola was the wife of French novelist Émile Zola, known for her long and complex marriage to the prominent naturalist writer and her role in managing his household and legacy.
-
C.
Alexandre Zola
Alexandre Zola is a lesser-known individual associated with the Zola family name, distinct from the famous French writer Émile Zola.
-
D.
Édouard Piette
Édouard Piette was a French archaeologist and prehistorian known for his pioneering excavations and studies of Paleolithic art and cultures in southwestern France.
-
E.
Charles Delescluze
Charles Delescluze was a French revolutionary journalist and politician who became a prominent radical figure during the 19th century and played a key role in the Paris Commune of 1871.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNotableEngineerAssociated Context triple: [Bimont valley near Aix-en-Provence, hasNotableEngineerAssociated, François Zola]
-
A.
hasEngineeringBy
Indicates that something is designed, planned, or constructed by a specified engineer or engineering entity.
-
B.
hasNotableDeveloper
Indicates that an entity has a developer who is particularly prominent, influential, or otherwise notable.
-
C.
notableEngineerAssociated
chosen
Indicates a relationship where a notable engineer is connected or linked to a particular entity, such as an organization, project, or product, through involvement or association.
-
D.
hasNotableCompany
Indicates that an entity is associated with or linked to a company that is considered notable or significant in some context.
-
E.
hasNotableFounder
Indicates that an entity was founded or established by a person or organization considered especially significant or noteworthy.
- F. None of above.
Provenance (4 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_69d8278fa2108190bc0d0e7939c1eb03 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8c1c3e70819084b6728ac5c18561 |
completed | April 14, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5508da0c8190a8ea44ca737cf352 |
completed | May 8, 2026, 3:14 a.m. |
| PD | Predicate disambiguation | batch_69de2a9515f4819081aabf251bca5878 |
completed | April 14, 2026, 11:52 a.m. |
Created at: April 10, 2026, 1:13 a.m.