Triple

T2932037
Position Surface form Disambiguated ID Type / Status
Subject European Parliament political groups E78975 entity
Predicate hasHistoricalGroup P14827 FINISHED
Object Liberal and Democratic Reformist Group
The Liberal and Democratic Reformist Group was a centrist, pro-European liberal political group that represented liberal and reformist parties in the early years of the European Parliament.
 E312035 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: Liberal and Democratic Reformist Group | Statement: [European Parliament political groups, hasHistoricalGroup, Liberal and Democratic Reformist Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberal and Democratic Reformist Group
Context triple: [European Parliament political groups, hasHistoricalGroup, Liberal and Democratic Reformist Group]
  • A. Free Democratic Party
    The Free Democratic Party is a German liberal political party known for advocating free-market economic policies, civil liberties, and individual rights.
  • B. Progressive Alliance
    The Progressive Alliance is an international network of social-democratic, socialist, and progressive political parties and organizations that collaborate to promote democracy, social justice, and sustainable development worldwide.
  • C. Movement for Democratic Change
    The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
  • D. Social Democrats, USA
    Social Democrats, USA is an American social-democratic and anti-communist political organization that emerged in the early 1970s from a split in the Socialist Party of America.
  • E. Liberal Democrats
    The Liberal Democrats are a centrist to centre-left political party in the United Kingdom known for advocating civil liberties, electoral reform, and pro-European policies.
  • 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: Liberal and Democratic Reformist Group
Triple: [European Parliament political groups, hasHistoricalGroup, Liberal and Democratic Reformist Group]
Generated description
The Liberal and Democratic Reformist Group was a centrist, pro-European liberal political group that represented liberal and reformist parties in the early years of the European Parliament.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liberal and Democratic Reformist Group
Target entity description: The Liberal and Democratic Reformist Group was a centrist, pro-European liberal political group that represented liberal and reformist parties in the early years of the European Parliament.
  • A. Free Democratic Party
    The Free Democratic Party is a German liberal political party known for advocating free-market economic policies, civil liberties, and individual rights.
  • B. Progressive Alliance
    The Progressive Alliance is an international network of social-democratic, socialist, and progressive political parties and organizations that collaborate to promote democracy, social justice, and sustainable development worldwide.
  • C. Movement for Democratic Change
    The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
  • D. Social Democrats, USA
    Social Democrats, USA is an American social-democratic and anti-communist political organization that emerged in the early 1970s from a split in the Socialist Party of America.
  • E. Liberal Democrats
    The Liberal Democrats are a centrist to centre-left political party in the United Kingdom known for advocating civil liberties, electoral reform, and pro-European policies.
  • 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_69ad8b0d40b481908bc2a5fa2e73c3fb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9e0fec048190bdd70c60ec5c92cd completed March 8, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b086740d648190927afcb6bd25ccb1 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0df2b824c8190b7615af06f588644 completed March 11, 2026, 3:19 a.m.
NED2 Entity disambiguation (via description) batch_69b0dfed672c8190a5ce365ce31182be completed March 11, 2026, 3:22 a.m.
Created at: March 8, 2026, 2:55 p.m.