Triple
T16569728
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frédéric Le Play |
E402553
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Pierre Guillaume 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: Pierre Guillaume Frédéric Le Play | Statement: [Frédéric Le Play, name, Pierre Guillaume Frédéric Le Play]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pierre Guillaume Frédéric Le Play Context triple: [Frédéric Le Play, name, Pierre Guillaume 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.
Gustave Le Bon
Gustave Le Bon was a French social psychologist and theorist best known for his pioneering work on crowd psychology and mass behavior.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e359580f548190a21afd148bc22d8d |
completed | April 18, 2026, 10:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ee616a0819089b3cdc1da951735 |
completed | May 10, 2026, 11:41 a.m. |
Created at: April 10, 2026, 5:16 a.m.