Triple
T18978689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stellantis Sochaux plant |
E464362
|
entity |
| Predicate | regulatoryJurisdiction |
P808
|
FINISHED |
| Object |
French labor law
French labor law is the body of legislation and regulations in France that governs employment relationships, working conditions, collective bargaining, and workers’ rights.
|
E1351885
|
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 labor law | Statement: [Stellantis Sochaux plant, regulatoryJurisdiction, French labor law]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French labor law Context triple: [Stellantis Sochaux plant, regulatoryJurisdiction, French labor law]
-
A.
French law
French law is the civil law-based legal system of France that governs public and private life through codified statutes, regulations, and judicial interpretation.
-
B.
Law French
Law French is a specialized dialect of Anglo-Norman historically used in English legal proceedings, court records, and legal terminology.
-
C.
French public law
French public law is the branch of France’s legal system that governs the organization, powers, and functioning of the state and its public authorities, as well as their relationships with individuals.
-
D.
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.
-
E.
French trade unions
French trade unions are worker organizations in France that represent employees’ interests through collective bargaining, labor activism, and political engagement.
- 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 labor law Triple: [Stellantis Sochaux plant, regulatoryJurisdiction, French labor law]
Generated description
French labor law is the body of legislation and regulations in France that governs employment relationships, working conditions, collective bargaining, and workers’ rights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French labor law Target entity description: French labor law is the body of legislation and regulations in France that governs employment relationships, working conditions, collective bargaining, and workers’ rights.
-
A.
French law
French law is the civil law-based legal system of France that governs public and private life through codified statutes, regulations, and judicial interpretation.
-
B.
Law French
Law French is a specialized dialect of Anglo-Norman historically used in English legal proceedings, court records, and legal terminology.
-
C.
French public law
French public law is the branch of France’s legal system that governs the organization, powers, and functioning of the state and its public authorities, as well as their relationships with individuals.
-
D.
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.
-
E.
French trade unions
French trade unions are worker organizations in France that represent employees’ interests through collective bargaining, labor activism, and political engagement.
- 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_69d8dd008af48190a97ff1c6488edf1b |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d621e3e08190b2d1d969ecaa380b |
completed | April 20, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05ad41b9188190a947489a40df02c9 |
completed | May 14, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_6a05ae57ce7881909d15b7ac451b98a9 |
completed | May 14, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05af24cb288190913827bf30a9a010 |
completed | May 14, 2026, 11:16 a.m. |
Created at: April 10, 2026, noon