Triple
T11790035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alexandre Millerand |
E280363
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Independent socialists
Independent socialists were a loose current of French socialist politicians in the late 19th and early 20th centuries who operated outside the main socialist parties while advocating reformist, parliamentary socialism.
|
E946767
|
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: Independent socialists | Statement: [Alexandre Millerand, memberOf, Independent socialists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Independent socialists Context triple: [Alexandre Millerand, memberOf, Independent socialists]
-
A.
Independent Liberals
Independent Liberals was a small centrist-liberal political party in Israel that represented moderate, secular, and pro-civil rights positions during the mid-20th century.
-
B.
Social Democrats
The Social Democrats are a major left-leaning political movement, historically associated with democratic socialism and social justice, that has played a central role in European politics, particularly in Germany.
-
C.
Narrow Socialists
Narrow Socialists refers to the Bulgarian Social Democratic Workers' Party (Narrow Socialists), a Marxist-oriented socialist party in Bulgaria active in the late 19th and early 20th centuries.
-
D.
Movement for Socialism
Movement for Socialism is a left-wing Bolivian political party known for its indigenous rights advocacy, anti-neoliberal policies, and leadership under Evo Morales.
-
E.
Socialist Campaign Group
The Socialist Campaign Group is a left-wing caucus of Labour Party MPs in the United Kingdom known for advocating democratic socialism and opposing the party’s centrist tendencies.
- 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: Independent socialists Triple: [Alexandre Millerand, memberOf, Independent socialists]
Generated description
Independent socialists were a loose current of French socialist politicians in the late 19th and early 20th centuries who operated outside the main socialist parties while advocating reformist, parliamentary socialism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Independent socialists Target entity description: Independent socialists were a loose current of French socialist politicians in the late 19th and early 20th centuries who operated outside the main socialist parties while advocating reformist, parliamentary socialism.
-
A.
Independent Liberals
Independent Liberals was a small centrist-liberal political party in Israel that represented moderate, secular, and pro-civil rights positions during the mid-20th century.
-
B.
Social Democrats
The Social Democrats are a major left-leaning political movement, historically associated with democratic socialism and social justice, that has played a central role in European politics, particularly in Germany.
-
C.
Narrow Socialists
Narrow Socialists refers to the Bulgarian Social Democratic Workers' Party (Narrow Socialists), a Marxist-oriented socialist party in Bulgaria active in the late 19th and early 20th centuries.
-
D.
Movement for Socialism
Movement for Socialism is a left-wing Bolivian political party known for its indigenous rights advocacy, anti-neoliberal policies, and leadership under Evo Morales.
-
E.
Socialist Campaign Group
The Socialist Campaign Group is a left-wing caucus of Labour Party MPs in the United Kingdom known for advocating democratic socialism and opposing the party’s centrist tendencies.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a587c2d881909297c3a6c7d26080 |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f090f62bdc8190a8fd145839aef554 |
completed | April 28, 2026, 10:50 a.m. |
| NEDg | Description generation | batch_69f0bd40108c8190863a60cf01cc7201 |
completed | April 28, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0ef7e9f388190b33f6c16abadfde9 |
completed | April 28, 2026, 5:33 p.m. |
Created at: April 8, 2026, 9:42 p.m.