Triple

T2719256
Position Surface form Disambiguated ID Type / Status
Subject All Progressives Congress E60042 entity
Predicate formedByMergerOf P77 FINISHED
Object Congress for Progressive Change
Congress for Progressive Change was a Nigerian political party led by Muhammadu Buhari that later merged with others to form the All Progressives Congress.
E294669 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: Congress for Progressive Change | Statement: [All Progressives Congress, formedByMergerOf, Congress for Progressive Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Congress for Progressive Change
Context triple: [All Progressives Congress, formedByMergerOf, Congress for Progressive Change]
  • A. All Progressives Congress
    The All Progressives Congress is a major Nigerian political party that emerged as a leading force in national politics and has produced key figures including President Bola Tinubu.
  • B. Coalition for Change
    Coalition for Change was a center-right political alliance in Chile that supported Sebastián Piñera and other conservative and liberal parties in national elections.
  • C. Citizens Coalition for Change
    Citizens Coalition for Change is a Zimbabwean opposition political party formed as a successor to the Movement for Democratic Change, advocating democratic reforms and challenging the long-ruling ZANU–PF.
  • D. Congressional Progressive Caucus
    The Congressional Progressive Caucus is a group within the U.S. Congress that advocates for left-leaning policies such as economic justice, civil rights, and expanded social welfare programs.
  • E. 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.
  • 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: Congress for Progressive Change
Triple: [All Progressives Congress, formedByMergerOf, Congress for Progressive Change]
Generated description
Congress for Progressive Change was a Nigerian political party led by Muhammadu Buhari that later merged with others to form the All Progressives Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Congress for Progressive Change
Target entity description: Congress for Progressive Change was a Nigerian political party led by Muhammadu Buhari that later merged with others to form the All Progressives Congress.
  • A. All Progressives Congress
    The All Progressives Congress is a major Nigerian political party that emerged as a leading force in national politics and has produced key figures including President Bola Tinubu.
  • B. Coalition for Change
    Coalition for Change was a center-right political alliance in Chile that supported Sebastián Piñera and other conservative and liberal parties in national elections.
  • C. Citizens Coalition for Change
    Citizens Coalition for Change is a Zimbabwean opposition political party formed as a successor to the Movement for Democratic Change, advocating democratic reforms and challenging the long-ruling ZANU–PF.
  • D. Congressional Progressive Caucus
    The Congressional Progressive Caucus is a group within the U.S. Congress that advocates for left-leaning policies such as economic justice, civil rights, and expanded social welfare programs.
  • E. 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.
  • 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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdaaee104819085966bc54d5da9c0 completed March 7, 2026, 7:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbc05d148190b6a0faf10443519d completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc8415388190a39d459ff7a411e4 completed March 10, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69afbcc460b88190986844c39165ef14 completed March 10, 2026, 6:40 a.m.
Created at: March 6, 2026, 9:55 p.m.