Triple

T3895780
Position Surface form Disambiguated ID Type / Status
Subject Julius Nyerere E88165 entity
Predicate notableWork P4 FINISHED
Object Freedom and Development
Freedom and Development is a political and philosophical work by Julius Nyerere outlining his vision of African socialism, self-reliance, and post-colonial nation-building in Tanzania.
 E396765 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: Freedom and Development | Statement: [Julius Nyerere, notableWork, Freedom and Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freedom and Development
Context triple: [Julius Nyerere, notableWork, Freedom and Development]
  • A. Liberty and Progress
    Liberty and Progress is the official motto of Hosei University, reflecting its emphasis on academic freedom, individual growth, and forward-looking education.
  • B. Liberty and Prosperity
    Liberty and Prosperity is the official state motto of New Jersey, reflecting its historical emphasis on freedom and economic growth.
  • C. Freedom and Justice
    Freedom and Justice is the national motto of Ghana, encapsulating the country's core values of liberty and fairness in its post-independence identity.
  • D. Freedom and Unity
    Freedom and Unity is the English translation of Tanzania’s national motto, expressing the country’s core ideals of liberation and national cohesion.
  • E. Freedom and Unity
    Freedom and Unity is the official state motto of Vermont, expressing the balance between individual liberty and the common good.
  • 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: Freedom and Development
Triple: [Julius Nyerere, notableWork, Freedom and Development]
Generated description
Freedom and Development is a political and philosophical work by Julius Nyerere outlining his vision of African socialism, self-reliance, and post-colonial nation-building in Tanzania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freedom and Development
Target entity description: Freedom and Development is a political and philosophical work by Julius Nyerere outlining his vision of African socialism, self-reliance, and post-colonial nation-building in Tanzania.
  • A. Liberty and Progress
    Liberty and Progress is the official motto of Hosei University, reflecting its emphasis on academic freedom, individual growth, and forward-looking education.
  • B. Liberty and Prosperity
    Liberty and Prosperity is the official state motto of New Jersey, reflecting its historical emphasis on freedom and economic growth.
  • C. Freedom and Justice
    Freedom and Justice is the national motto of Ghana, encapsulating the country's core values of liberty and fairness in its post-independence identity.
  • D. Freedom and Unity
    Freedom and Unity is the English translation of Tanzania’s national motto, expressing the country’s core ideals of liberation and national cohesion.
  • E. Freedom and Unity
    Freedom and Unity is the official state motto of Vermont, expressing the balance between individual liberty and the common good.
  • 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_69aed9466d548190939f5217a23ed4ac completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeecd197148190b5b24f7097c6049a completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51c99bab88190bd63f5b9b3950001 completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51d61e89081909e1df16631274746 completed March 14, 2026, 8:33 a.m.
NED2 Entity disambiguation (via description) batch_69b51dcb5cb88190ad859cde9f10918a completed March 14, 2026, 8:35 a.m.
Created at: March 9, 2026, 3:21 p.m.