Triple

T8420144
Position Surface form Disambiguated ID Type / Status
Subject Port of Tanjung Pelepas E198827 entity
Predicate portCode P24997 FINISHED
Object TPP
TPP is the port code for the Port of Tanjung Pelepas, a major container transshipment hub in Johor, Malaysia.
 E732229 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: TPP | Statement: [Port of Tanjung Pelepas, portCode, TPP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TPP
Context triple: [Port of Tanjung Pelepas, portCode, TPP]
  • A. Comprehensive and Progressive Agreement for Trans-Pacific Partnership
    The Comprehensive and Progressive Agreement for Trans-Pacific Partnership is a major multilateral trade pact among Pacific Rim countries that lowers trade barriers, sets high-standard rules on issues like labor and the environment, and aims to deepen economic integration across the Indo-Pacific.
  • B. TTPP
    TTPP is the ICAO airport code for Piarco International Airport, the main international gateway serving Trinidad and Tobago.
  • C. Transatlantic Trade and Investment Partnership negotiations
    The Transatlantic Trade and Investment Partnership negotiations were a proposed comprehensive free trade and investment agreement between the European Union and the United States aimed at reducing regulatory and tariff barriers to transatlantic commerce.
  • D. APEC fora
    APEC fora are the various committees, working groups, and expert bodies within the Asia-Pacific Economic Cooperation framework that develop and coordinate policies and initiatives across specific issue areas.
  • E. USMCA
    The USMCA (United States–Mexico–Canada Agreement) is a trilateral trade pact that modernized and replaced NAFTA, governing economic and trade relations among the U.S., Mexico, and Canada.
  • 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: TPP
Triple: [Port of Tanjung Pelepas, portCode, TPP]
Generated description
TPP is the port code for the Port of Tanjung Pelepas, a major container transshipment hub in Johor, Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TPP
Target entity description: TPP is the port code for the Port of Tanjung Pelepas, a major container transshipment hub in Johor, Malaysia.
  • A. Comprehensive and Progressive Agreement for Trans-Pacific Partnership
    The Comprehensive and Progressive Agreement for Trans-Pacific Partnership is a major multilateral trade pact among Pacific Rim countries that lowers trade barriers, sets high-standard rules on issues like labor and the environment, and aims to deepen economic integration across the Indo-Pacific.
  • B. TTPP
    TTPP is the ICAO airport code for Piarco International Airport, the main international gateway serving Trinidad and Tobago.
  • C. Transatlantic Trade and Investment Partnership negotiations
    The Transatlantic Trade and Investment Partnership negotiations were a proposed comprehensive free trade and investment agreement between the European Union and the United States aimed at reducing regulatory and tariff barriers to transatlantic commerce.
  • D. APEC fora
    APEC fora are the various committees, working groups, and expert bodies within the Asia-Pacific Economic Cooperation framework that develop and coordinate policies and initiatives across specific issue areas.
  • E. USMCA
    The USMCA (United States–Mexico–Canada Agreement) is a trilateral trade pact that modernized and replaced NAFTA, governing economic and trade relations among the U.S., Mexico, and Canada.
  • 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_69ca8312d63c8190bf133b676b44a385 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb84c941988190884a5c0cbb44bcc2 completed March 31, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce03476b288190b3df8f9f4d502ea8 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0782b0dc8190bf971eacb3b4582c completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce0854ce788190a209f229d504c038 completed April 2, 2026, 6:10 a.m.
Created at: March 30, 2026, 6:06 p.m.