Triple
T19939006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arthur Goldhammer |
E479252
|
entity |
| Predicate | writesFor |
P11775
|
FINISHED |
| Object | French Politics blog |
—
|
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: French Politics blog | Statement: [Arthur Goldhammer, writesFor, French Politics blog]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French Politics blog Context triple: [Arthur Goldhammer, writesFor, French Politics blog]
-
A.
French politics
French politics encompasses the structures, parties, ideologies, and public debates that shape governance and policy-making in the French Republic.
-
B.
French presidential elections
French presidential elections are nationwide democratic contests held every five years to choose the President of France, typically featuring multiple parties and a two-round voting system.
-
C.
France Info
France Info is a French public rolling news television channel providing continuous national and international news coverage.
-
D.
French legislative elections
French legislative elections are nationwide polls held to choose the members of the National Assembly, the lower house of France’s Parliament.
-
E.
2022 French presidential election
The 2022 French presidential election was a national vote held to choose the President of France for a five-year term, marked by Emmanuel Macron’s re-election amid a fragmented political landscape and strong challenges from both far-right and left-wing candidates.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French Politics blog Target entity description: French Politics blog is an online commentary platform focused on contemporary French political affairs, authored by scholar and translator Arthur Goldhammer.
-
A.
French politics
French politics encompasses the structures, parties, ideologies, and public debates that shape governance and policy-making in the French Republic.
-
B.
French presidential elections
French presidential elections are nationwide democratic contests held every five years to choose the President of France, typically featuring multiple parties and a two-round voting system.
-
C.
France Info
France Info is a French public rolling news television channel providing continuous national and international news coverage.
-
D.
French legislative elections
French legislative elections are nationwide polls held to choose the members of the National Assembly, the lower house of France’s Parliament.
-
E.
2022 French presidential election
The 2022 French presidential election was a national vote held to choose the President of France for a five-year term, marked by Emmanuel Macron’s re-election amid a fragmented political landscape and strong challenges from both far-right and left-wing candidates.
- F. None of above. chosen
Provenance (2 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_69d8e522a17c819095165d4d24939fd8 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65a19d77c819088bce99c94568d0d |
completed | April 20, 2026, 4:53 p.m. |
Created at: April 10, 2026, 1:53 p.m.