Triple

T337063
Position Surface form Disambiguated ID Type / Status
Subject Expanded Programme of Technical Assistance E6751 entity
Predicate alsoKnownAs P39 FINISHED
Object EPTA
EPTA (Expanded Programme of Technical Assistance) was a United Nations initiative launched in the late 1940s to provide technical expertise and support to developing countries in areas such as economic planning, public administration, and industrial development.
E42737 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: EPTA | Statement: [Expanded Programme of Technical Assistance, alsoKnownAs, EPTA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EPTA
Context triple: [Expanded Programme of Technical Assistance, alsoKnownAs, EPTA]
  • A. PTP
    PTP is a network-based time synchronization protocol defined by the IEEE 1588 standard that enables highly precise clock alignment across distributed systems.
  • B. ETO
    ETO refers to the European Theater of Operations, the major area of military conflict in Europe during World War II involving the Allied and Axis powers.
  • C. ECA
    The Economic Cooperation Administration (ECA) was the U.S. government agency responsible for administering the Marshall Plan to aid European economic recovery after World War II.
  • D. ECA
    ECA is a regional United Nations commission focused on promoting economic and social development across the African continent.
  • E. EBSA
    EBSA is a U.S. Department of Labor agency responsible for enforcing federal laws that regulate private-sector employee benefit plans, including retirement and health plans.
  • 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: EPTA
Triple: [Expanded Programme of Technical Assistance, alsoKnownAs, EPTA]
Generated description
EPTA (Expanded Programme of Technical Assistance) was a United Nations initiative launched in the late 1940s to provide technical expertise and support to developing countries in areas such as economic planning, public administration, and industrial development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EPTA
Target entity description: EPTA (Expanded Programme of Technical Assistance) was a United Nations initiative launched in the late 1940s to provide technical expertise and support to developing countries in areas such as economic planning, public administration, and industrial development.
  • A. PTP
    PTP is a network-based time synchronization protocol defined by the IEEE 1588 standard that enables highly precise clock alignment across distributed systems.
  • B. ETO
    ETO refers to the European Theater of Operations, the major area of military conflict in Europe during World War II involving the Allied and Axis powers.
  • C. ECA
    The Economic Cooperation Administration (ECA) was the U.S. government agency responsible for administering the Marshall Plan to aid European economic recovery after World War II.
  • D. ECA
    ECA is a regional United Nations commission focused on promoting economic and social development across the African continent.
  • E. EBSA
    EBSA is a U.S. Department of Labor agency responsible for enforcing federal laws that regulate private-sector employee benefit plans, including retirement and health plans.
  • 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eac950388190829875a07d821ddf completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d24903d881909ddd6726dce4d535 completed March 1, 2026, 5:44 a.m.
NEDg Description generation batch_69a3d2d8aa64819095cdee306bec77ec completed March 1, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3d370d200819089eaf114357a8ca3 completed March 1, 2026, 5:49 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.