Triple
T19846820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niaux Cave |
E476883
|
entity |
| Predicate | researchersAssociatedWithStudy |
P137562
|
FINISHED |
| Object | Henri Breuil |
—
|
NE NERFINISHED |
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: Henri Breuil | Statement: [Niaux Cave, researchersAssociatedWithStudy, Henri Breuil]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Henri Breuil Context triple: [Niaux Cave, researchersAssociatedWithStudy, Henri Breuil]
-
A.
Henri Breuil
chosen
Henri Breuil was a pioneering French archaeologist and prehistorian renowned for his groundbreaking studies and documentation of Paleolithic cave art across Europe.
-
B.
Marcelino Sanz de Sautuola
Marcelino Sanz de Sautuola was a 19th-century Spanish amateur archaeologist best known for recognizing and publicizing the prehistoric significance of the Paleolithic cave paintings at Altamira.
-
C.
Gaston Camille Charles Maspero
Gaston Camille Charles Maspero was a prominent French Egyptologist known for his pioneering work in deciphering hieroglyphs and directing major archaeological excavations in Egypt.
-
D.
Edmé-François Jomard
Edmé-François Jomard was a French cartographer, engineer, and Egyptologist best known for his work on the Description de l'Égypte following Napoleon’s Egyptian campaign.
-
E.
Jean-Pierre Lesieur
Jean-Pierre Lesieur is a French surrealist artist associated with the Surrealist Group in Paris.
- 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: researchersAssociatedWithStudy Context triple: [Niaux Cave, researchersAssociatedWithStudy, Henri Breuil]
-
A.
researchCoDirectedBy
Indicates that a research project or activity is jointly directed or supervised by two or more entities.
-
B.
partnerInStudyWith
Indicates that two entities are collaborators or co-participants in the same study or research project.
-
C.
studiesPeople
Indicates that one person systematically examines, researches, or learns about other people.
-
D.
peopleStudied
Indicates that one or more people engaged in studying a particular subject, topic, or entity.
-
E.
researchLedBy
Indicates that a research project, study, or investigation is directed or overseen by a specified leader or principal investigator.
- F. None of above. chosen
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_69d8e51d39d081909bcfafeaaf3d2fcc |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65809da2c8190bb579ef42513b74d |
completed | April 20, 2026, 4:44 p.m. |
| PD | Predicate disambiguation | batch_69e537e21d2881909b1be82f02b99d40 |
completed | April 19, 2026, 8:15 p.m. |
| PDg | Predicate description generation | batch_69e543c136b081909cab9394b958390a |
completed | April 19, 2026, 9:06 p.m. |
Created at: April 10, 2026, 1:51 p.m.