Triple

T4898585
Position Surface form Disambiguated ID Type / Status
Subject University of St Andrews Students’ Association E109741 entity
Predicate hasOffice P1268 FINISHED
Object Association Environment Officer
The Association Environment Officer is a student-elected representative responsible for promoting sustainability initiatives and environmental advocacy within the University of St Andrews Students’ Association.
E478328 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: Association Environment Officer | Statement: [University of St Andrews Students’ Association, hasOffice, Association Environment Officer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Association Environment Officer
Context triple: [University of St Andrews Students’ Association, hasOffice, Association Environment Officer]
  • A. Assistant Administrator for Environmental Information
    The Assistant Administrator for Environmental Information is a senior U.S. Environmental Protection Agency official responsible for overseeing the agency’s environmental data, information management, and related policy and technology systems.
  • B. Company Security Officer
    A Company Security Officer is the person within a shipping company responsible for developing, implementing, and overseeing the organization’s maritime security policies and procedures in compliance with international regulations.
  • C. Administrator of the Environmental Protection Agency (Cabinet-level)
    The Administrator of the Environmental Protection Agency (Cabinet-level) is the head of the EPA and a senior U.S. government official responsible for leading national environmental policy and regulation as part of the president’s Cabinet.
  • D. Legal Affairs Liaison
    The Legal Affairs Liaison is a role within the UN Department of Peace Operations responsible for coordinating legal guidance and support on peacekeeping and related operational matters.
  • E. Assistant Attorney General for the Environment and Natural Resources Division
    The Assistant Attorney General for the Environment and Natural Resources Division is the senior U.S. Department of Justice official responsible for leading federal enforcement and litigation on environmental protection, natural resources, wildlife, and public lands.
  • 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: Association Environment Officer
Triple: [University of St Andrews Students’ Association, hasOffice, Association Environment Officer]
Generated description
The Association Environment Officer is a student-elected representative responsible for promoting sustainability initiatives and environmental advocacy within the University of St Andrews Students’ Association.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Association Environment Officer
Target entity description: The Association Environment Officer is a student-elected representative responsible for promoting sustainability initiatives and environmental advocacy within the University of St Andrews Students’ Association.
  • A. Assistant Administrator for Environmental Information
    The Assistant Administrator for Environmental Information is a senior U.S. Environmental Protection Agency official responsible for overseeing the agency’s environmental data, information management, and related policy and technology systems.
  • B. Company Security Officer
    A Company Security Officer is the person within a shipping company responsible for developing, implementing, and overseeing the organization’s maritime security policies and procedures in compliance with international regulations.
  • C. Administrator of the Environmental Protection Agency (Cabinet-level)
    The Administrator of the Environmental Protection Agency (Cabinet-level) is the head of the EPA and a senior U.S. government official responsible for leading national environmental policy and regulation as part of the president’s Cabinet.
  • D. Legal Affairs Liaison
    The Legal Affairs Liaison is a role within the UN Department of Peace Operations responsible for coordinating legal guidance and support on peacekeeping and related operational matters.
  • E. Assistant Attorney General for the Environment and Natural Resources Division
    The Assistant Attorney General for the Environment and Natural Resources Division is the senior U.S. Department of Justice official responsible for leading federal enforcement and litigation on environmental protection, natural resources, wildlife, and public lands.
  • 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_69bd4410bbf88190aad50d2451c863d6 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e4adfc48190b35bf3ad59779bd8 completed March 20, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fcda9748190a5101aed11ae14a8 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be707405008190ba1456544e8da593 completed March 21, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69be70e5537c8190b4db230932818a9c completed March 21, 2026, 10:20 a.m.
Created at: March 20, 2026, 1:28 p.m.