Triple
T3952578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1867 Exposition Universelle |
E84898
|
entity |
| Predicate | commissionerGeneral |
P3178
|
FINISHED |
| Object | Frédéric Le Play |
E402553
|
NE FINISHED |
How this triple was built (2 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: Frédéric Le Play | Statement: [1867 Exposition Universelle, commissionerGeneral, Frédéric Le Play]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frédéric Le Play Context triple: [1867 Exposition Universelle, commissionerGeneral, Frédéric Le Play]
-
A.
Frédéric Le Play
chosen
Frédéric Le Play was a 19th-century French engineer, sociologist, and social reformer known for his pioneering empirical studies of working-class family budgets and his influence on social science and public policy in France.
-
B.
Henri de Saint-Simon
Henri de Saint-Simon was a pioneering French social theorist whose early socialist and positivist ideas helped lay the groundwork for modern sociology and influenced thinkers like Auguste Comte.
-
C.
Gabriel Tarde
Gabriel Tarde was a French sociologist, criminologist, and social theorist known for his work on imitation, innovation, and the micro-dynamics of social interaction.
-
D.
Marcel Mauss
Marcel Mauss was a pioneering French sociologist and anthropologist best known for his seminal work on gift exchange and social reciprocity, which profoundly shaped structuralist and modern social theory.
-
E.
Hippolyte Taine
Hippolyte Taine was a 19th-century French philosopher, historian, and literary critic known for his deterministic approach to history and literature, emphasizing the roles of race, milieu, and moment in shaping human behavior and culture.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed934fbfc8190847068e4546de963 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef939d1308190930dc2c8272eafa4 |
completed | March 9, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b53ffc49f48190949d14113031dd85 |
completed | March 14, 2026, 11:01 a.m. |
Created at: March 9, 2026, 3:30 p.m.