Triple

T5712270

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dani Rodrik	`E125935`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Straight Talk on Trade Straight Talk on Trade is a book by economist Dani Rodrik that critically examines globalization and free trade, arguing for more balanced, democratically grounded economic policies.	`E541657`	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: Straight Talk on Trade | Statement: [Dani Rodrik, notableWork, Straight Talk on Trade]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Straight Talk on Trade
Context triple: [Dani Rodrik, notableWork, Straight Talk on Trade]

A. Free Trade Today
Free Trade Today is an influential book by economist Jagdish Bhagwati that presents a rigorous, accessible defense of free trade and globalization in the modern world economy.
B. Dumping: A Problem in International Trade
"Dumping: A Problem in International Trade" is a seminal economic study by Jacob Viner that systematically analyzes the causes, forms, and policy implications of dumping practices in international trade.
C. Review of Significant Trade mechanism
The Review of Significant Trade mechanism is a CITES process used to evaluate and address potentially unsustainable international trade in species listed in Appendix II, prompting recommendations and corrective actions to ensure their conservation.
D. The World Trading System at Risk
The World Trading System at Risk is a book by economist Jagdish Bhagwati that analyzes vulnerabilities in the global trade regime and warns of the political and economic threats to the multilateral trading system.
E. In Defense of Globalization
In Defense of Globalization is an influential book by economist Jagdish Bhagwati that argues globalization, when properly managed, can significantly promote economic growth, reduce poverty, and advance social welfare worldwide.
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: Straight Talk on Trade
Triple: [Dani Rodrik, notableWork, Straight Talk on Trade]

Generated description

Straight Talk on Trade is a book by economist Dani Rodrik that critically examines globalization and free trade, arguing for more balanced, democratically grounded economic policies.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Straight Talk on Trade
Target entity description: Straight Talk on Trade is a book by economist Dani Rodrik that critically examines globalization and free trade, arguing for more balanced, democratically grounded economic policies.

A. Free Trade Today
Free Trade Today is an influential book by economist Jagdish Bhagwati that presents a rigorous, accessible defense of free trade and globalization in the modern world economy.
B. Dumping: A Problem in International Trade
"Dumping: A Problem in International Trade" is a seminal economic study by Jacob Viner that systematically analyzes the causes, forms, and policy implications of dumping practices in international trade.
C. Review of Significant Trade mechanism
The Review of Significant Trade mechanism is a CITES process used to evaluate and address potentially unsustainable international trade in species listed in Appendix II, prompting recommendations and corrective actions to ensure their conservation.
D. The World Trading System at Risk
The World Trading System at Risk is a book by economist Jagdish Bhagwati that analyzes vulnerabilities in the global trade regime and warns of the political and economic threats to the multilateral trading system.
E. In Defense of Globalization
In Defense of Globalization is an influential book by economist Jagdish Bhagwati that argues globalization, when properly managed, can significantly promote economic growth, reduce poverty, and advance social welfare worldwide.
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_69c0082d6fe48190b777fb383769e5c8`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c024b386a08190bd2738d93861edc2`	completed	March 22, 2026, 5:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c05a72181081909209a38c3ff7460b`	completed	March 22, 2026, 9:09 p.m.
NEDg	Description generation	`batch_69c05cd2dea88190bc79ca0a7709e7ca`	completed	March 22, 2026, 9:19 p.m.
NED2	Entity disambiguation (via description)	`batch_69c05d8c85f88190a1a962794eeecd8d`	completed	March 22, 2026, 9:22 p.m.

Created at: March 22, 2026, 3:46 p.m.