Triple

T4286624

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ferdinand Marcos	`E97283`	entity
Predicate	wrote	`P2831`	FINISHED
Object	Today’s Revolution: Democracy Today’s Revolution: Democracy is a political manifesto by Philippine president Ferdinand Marcos outlining his vision and justification for his regime’s program of authoritarian reforms and “constitutional authoritarianism” in the 1970s.	`E425968`	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: Today’s Revolution: Democracy | Statement: [Ferdinand Marcos, wrote, Today’s Revolution: Democracy]

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

Target entity: Today’s Revolution: Democracy
Context triple: [Ferdinand Marcos, wrote, Today’s Revolution: Democracy]

A. The March of Democracy
The March of Democracy is a multi-volume historical work by James Truslow Adams that traces the development of democratic ideals and institutions in the United States.
B. Our Revolution: A Future to Believe In
Our Revolution: A Future to Believe In is a political book by U.S. Senator Bernie Sanders that reflects on his 2016 presidential campaign and outlines his progressive vision for America’s future.
C. Triumphant Democracy
Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
D. The Crisis of Democracy
The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
E. The Case for Democracy
The Case for Democracy is a political book by Natan Sharansky that argues that the spread of liberal democracy is essential for global security and moral progress.
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: Today’s Revolution: Democracy
Triple: [Ferdinand Marcos, wrote, Today’s Revolution: Democracy]

Generated description

Today’s Revolution: Democracy is a political manifesto by Philippine president Ferdinand Marcos outlining his vision and justification for his regime’s program of authoritarian reforms and “constitutional authoritarianism” in the 1970s.

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

Target entity: Today’s Revolution: Democracy
Target entity description: Today’s Revolution: Democracy is a political manifesto by Philippine president Ferdinand Marcos outlining his vision and justification for his regime’s program of authoritarian reforms and “constitutional authoritarianism” in the 1970s.

A. The March of Democracy
The March of Democracy is a multi-volume historical work by James Truslow Adams that traces the development of democratic ideals and institutions in the United States.
B. Our Revolution: A Future to Believe In
Our Revolution: A Future to Believe In is a political book by U.S. Senator Bernie Sanders that reflects on his 2016 presidential campaign and outlines his progressive vision for America’s future.
C. Triumphant Democracy
Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
D. The Crisis of Democracy
The Crisis of Democracy is a 1975 report commissioned by the Trilateral Commission that analyzes the challenges posed to Western democratic governance by rising public participation and demands in the late 20th century.
E. The Case for Democracy
The Case for Democracy is a political book by Natan Sharansky that argues that the spread of liberal democracy is essential for global security and moral progress.
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_69b3454595848190a0e6bbb6a2bea040`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b3505d23d88190a638f2cc2acee9ee`	completed	March 12, 2026, 11:46 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5b7c8c1ac819086ded38c1abe9b63`	completed	March 14, 2026, 7:32 p.m.
NEDg	Description generation	`batch_69b5b8e9ab9c81909a19062a901e8a1b`	completed	March 14, 2026, 7:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5b95cfbdc8190b65cf338aa9abd5b`	completed	March 14, 2026, 7:39 p.m.

Created at: March 12, 2026, 11:08 p.m.