Triple

T2242631
Position Surface form Disambiguated ID Type / Status
Subject 1972 United Nations Conference on the Human Environment in Stockholm E49430 entity
Predicate secretaryGeneralOfConference P1881 FINISHED
Object Maurice Strong
Maurice Strong was a Canadian businessman and environmentalist who became a leading architect of international environmental governance and early United Nations climate and sustainability initiatives.
E247830 NE FINISHED

How this triple was built (5 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: Maurice Strong | Statement: [1972 United Nations Conference on the Human Environment in Stockholm, secretaryGeneralOfConference, Maurice Strong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maurice Strong
Context triple: [1972 United Nations Conference on the Human Environment in Stockholm, secretaryGeneralOfConference, Maurice Strong]
  • A. Arne Olav Brundtland
    Arne Olav Brundtland is a Norwegian physician and academic best known as the husband of former Prime Minister Gro Harlem Brundtland.
  • B. Lester R. Brown
    Lester R. Brown is an American environmental analyst, author, and founder of the Earth Policy Institute, widely recognized for his influential work on global sustainability and resource issues.
  • C. Peter Sutherland
    Peter Sutherland was an Irish lawyer, politician, and international businessman who served in prominent global roles including European Commissioner for Competition and later as a key architect of modern global trade policy.
  • D. Aymar Embury II
    Aymar Embury II was a prominent American architect known for designing numerous public works and bridges in New York City during the early 20th century.
  • E. Youssef Boutros-Ghali
    Youssef Boutros-Ghali is an Egyptian economist and former Minister of Finance known for leading major economic reform and liberalization efforts in Egypt during the 2000s.
  • 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: Maurice Strong
Triple: [1972 United Nations Conference on the Human Environment in Stockholm, secretaryGeneralOfConference, Maurice Strong]
Generated description
Maurice Strong was a Canadian businessman and environmentalist who became a leading architect of international environmental governance and early United Nations climate and sustainability initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maurice Strong
Target entity description: Maurice Strong was a Canadian businessman and environmentalist who became a leading architect of international environmental governance and early United Nations climate and sustainability initiatives.
  • A. Arne Olav Brundtland
    Arne Olav Brundtland is a Norwegian physician and academic best known as the husband of former Prime Minister Gro Harlem Brundtland.
  • B. Lester R. Brown
    Lester R. Brown is an American environmental analyst, author, and founder of the Earth Policy Institute, widely recognized for his influential work on global sustainability and resource issues.
  • C. Peter Sutherland
    Peter Sutherland was an Irish lawyer, politician, and international businessman who served in prominent global roles including European Commissioner for Competition and later as a key architect of modern global trade policy.
  • D. Aymar Embury II
    Aymar Embury II was a prominent American architect known for designing numerous public works and bridges in New York City during the early 20th century.
  • E. Youssef Boutros-Ghali
    Youssef Boutros-Ghali is an Egyptian economist and former Minister of Finance known for leading major economic reform and liberalization efforts in Egypt during the 2000s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: secretaryGeneralOfConference
Context triple: [1972 United Nations Conference on the Human Environment in Stockholm, secretaryGeneralOfConference, Maurice Strong]
  • A. thirdSecretaryGeneral
    Indicates that the subject served as the third person to hold the position of Secretary-General in a given organization or context.
  • B. secretaryGeneralTitle chosen
    Indicates that an entity holds the position or bears the official title of Secretary-General in relation to another entity (such as an organization or body).
  • C. previousGeneralSecretary
    Indicates that one entity served as the general secretary of an organization or body immediately before the other entity.
  • D. secretaryGeneralStart
    Indicates the date or point in time when an individual begins serving as secretary general of an organization or body.
  • E. secondSecretaryGeneral
    Indicates that one entity served as the second Secretary-General of the other entity (typically an organization or institution).
  • F. None of above.

Provenance (6 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0c017548190a71fb4a0e2a8189f completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b0eef98819083bede32490cba7e completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbccdb08190a73fd20a110219d9 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c3d07a08190a6221a33fd02f73e completed March 9, 2026, 6:44 a.m.
PD Predicate disambiguation batch_69abbdb160248190aa75b38f11ad8602 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:47 p.m.