Triple
T15218404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Froman |
E363697
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Trans-Pacific Partnership negotiations |
E337242
|
NE FINISHED |
How this triple was built (2 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: Trans-Pacific Partnership negotiations | Statement: [Michael Froman, notableWork, Trans-Pacific Partnership negotiations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trans-Pacific Partnership negotiations Context triple: [Michael Froman, notableWork, Trans-Pacific Partnership negotiations]
-
A.
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.
-
B.
Comprehensive and Progressive Agreement for Trans-Pacific Partnership
chosen
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.
-
C.
TPP
TPP is the port code for the Port of Tanjung Pelepas, a major container transshipment hub in Johor, Malaysia.
-
D.
TPP
TPP is the IATA airport code for Cadete FAP Guillermo del Castillo Paredes Airport serving the city of Tarapoto in Peru.
-
E.
Tokyo Round of Multilateral Trade Negotiations
The Tokyo Round of Multilateral Trade Negotiations was a major series of trade talks under the General Agreement on Tariffs and Trade (GATT) during the 1970s that aimed to reduce tariffs and address non-tariff barriers to international trade.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a0ce24c81909c4d3b6475548c95 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0076f90c481909989befe031a2cae |
completed | April 15, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fed345d58c81908a8fd182c0fe7c15 |
completed | May 9, 2026, 6:25 a.m. |
Created at: April 10, 2026, 3:11 a.m.