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.