Triple

T5343712
Position Surface form Disambiguated ID Type / Status
Subject Committee on Trade and Investment E124001 entity
Predicate abbreviation P43 FINISHED
Object CTI
CTI is the abbreviation for APEC’s Committee on Trade and Investment, a body that works to advance regional trade and investment liberalization and facilitation among member economies.
 E511355 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: CTI | Statement: [Committee on Trade and Investment, abbreviation, CTI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CTI
Context triple: [Committee on Trade and Investment, abbreviation, CTI]
  • A. CTI
    CTI is the French national accreditation body responsible for evaluating and authorizing engineering degree programs.
  • B. CTIIC
    CTIIC is a U.S. government center responsible for integrating, analyzing, and coordinating cyber threat intelligence across federal agencies.
  • C. CTS
    CTS is the public transport operator responsible for running Strasbourg’s tram and bus network in France.
  • D. CTS
    CTS is the acronym for the Council for Trade in Services, a World Trade Organization body responsible for overseeing the implementation and functioning of global rules on trade in services.
  • E. CTS
    CTS is the IATA airport code for New Chitose Airport, the main international gateway serving Sapporo and the Hokkaido region of Japan.
  • 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: CTI
Triple: [Committee on Trade and Investment, abbreviation, CTI]
Generated description
CTI is the abbreviation for APEC’s Committee on Trade and Investment, a body that works to advance regional trade and investment liberalization and facilitation among member economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CTI
Target entity description: CTI is the abbreviation for APEC’s Committee on Trade and Investment, a body that works to advance regional trade and investment liberalization and facilitation among member economies.
  • A. CTI
    CTI is the French national accreditation body responsible for evaluating and authorizing engineering degree programs.
  • B. CTIIC
    CTIIC is a U.S. government center responsible for integrating, analyzing, and coordinating cyber threat intelligence across federal agencies.
  • C. CTS
    CTS is the acronym for the Council for Trade in Services, a World Trade Organization body responsible for overseeing the implementation and functioning of global rules on trade in services.
  • D. CTS
    CTS is the public transport operator responsible for running Strasbourg’s tram and bus network in France.
  • E. CTS
    CTS is the IATA airport code for New Chitose Airport, the main international gateway serving Sapporo and the Hokkaido region of Japan.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85e86edc81908d87933db6489f91 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18ce6aac819093b36992303c5b1c completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf198574ec8190b4e142c6c783f377 completed March 21, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69bf19e2d1fc81909030e32bb18d46dc completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 2:01 p.m.