Triple
T12596868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | May–June 1936 general strikes in France |
E300755
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object |
French employers
French employers were the collective body of business owners and industrialists in France who historically resisted labor militancy and state-backed social reforms, notably during the Popular Front era of the 1930s.
|
E992315
|
NE FINISHED |
How this triple was built (4 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 employers | Statement: [May–June 1936 general strikes in France, opposedBy, French employers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French employers Context triple: [May–June 1936 general strikes in France, opposedBy, French employers]
-
A.
French people
French people are a Romance-language ethnic group originating from France, known for their influential contributions to art, philosophy, cuisine, and culture worldwide.
-
B.
French authorities
French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
-
C.
French Ministry of Commerce and Industry
The French Ministry of Commerce and Industry was a government department responsible for overseeing France’s commercial policy, industrial development, and major trade-related initiatives during the late 19th and early 20th centuries.
-
D.
Bouygues
Bouygues is a major French industrial group primarily active in construction, real estate development, media, and telecommunications.
-
E.
FPS Employment, Labour and Social Dialogue
FPS Employment, Labour and Social Dialogue is a Belgian federal public service responsible for labour policy, employment regulation, and social dialogue between employers, workers, and government.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: French employers Triple: [May–June 1936 general strikes in France, opposedBy, French employers]
Generated description
French employers were the collective body of business owners and industrialists in France who historically resisted labor militancy and state-backed social reforms, notably during the Popular Front era of the 1930s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French employers Target entity description: French employers were the collective body of business owners and industrialists in France who historically resisted labor militancy and state-backed social reforms, notably during the Popular Front era of the 1930s.
-
A.
French people
French people are a Romance-language ethnic group originating from France, known for their influential contributions to art, philosophy, cuisine, and culture worldwide.
-
B.
French authorities
French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
-
C.
French Ministry of Commerce and Industry
The French Ministry of Commerce and Industry was a government department responsible for overseeing France’s commercial policy, industrial development, and major trade-related initiatives during the late 19th and early 20th centuries.
-
D.
Bouygues
Bouygues is a major French industrial group primarily active in construction, real estate development, media, and telecommunications.
-
E.
FPS Employment, Labour and Social Dialogue
FPS Employment, Labour and Social Dialogue is a Belgian federal public service responsible for labour policy, employment regulation, and social dialogue between employers, workers, and government.
- F. None of above. chosen
Provenance (5 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_69d7bdea2ca881908f379526c13b1145 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d954cf33b88190bff339fcd3142cc8 |
completed | April 10, 2026, 7:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65ec75fc08190aa13cbb0161eb35c |
completed | May 2, 2026, 8:29 p.m. |
| NEDg | Description generation | batch_69f6605bca10819086966e1574c31318 |
completed | May 2, 2026, 8:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6617997188190bfce14c54619af7f |
completed | May 2, 2026, 8:41 p.m. |
Created at: April 9, 2026, 5:08 p.m.