Triple

T6393591

Position	Surface form	Disambiguated ID	Type / Status
Subject	Luis Muñoz Marín	`E143886`	entity
Predicate	significantEvent	`P259`	FINISHED
Object	Operation Bootstrap industrialization program Operation Bootstrap was a mid-20th-century economic development initiative in Puerto Rico that rapidly transformed the island from an agrarian to an industrial economy through tax incentives and promotion of U.S. investment.	`E590876`	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: Operation Bootstrap industrialization program | Statement: [Luis Muñoz Marín, significantEvent, Operation Bootstrap industrialization program]

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

Target entity: Operation Bootstrap industrialization program
Context triple: [Luis Muñoz Marín, significantEvent, Operation Bootstrap industrialization program]

A. Soviet military–industrial complex
The Soviet military–industrial complex was the vast network of state-controlled defense industries, research institutions, and government bodies that designed, produced, and maintained the USSR’s military hardware and strategic capabilities.
B. Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
C. Project 1950
Project 1950 is a Misfits studio album featuring punk rock covers of classic 1950s and 1960s pop songs.
D. Point Four Program
The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
E. Gosplan
Gosplan was the central Soviet state planning committee responsible for formulating and overseeing the USSR’s national economic plans.
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: Operation Bootstrap industrialization program
Triple: [Luis Muñoz Marín, significantEvent, Operation Bootstrap industrialization program]

Generated description

Operation Bootstrap was a mid-20th-century economic development initiative in Puerto Rico that rapidly transformed the island from an agrarian to an industrial economy through tax incentives and promotion of U.S. investment.

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

Target entity: Operation Bootstrap industrialization program
Target entity description: Operation Bootstrap was a mid-20th-century economic development initiative in Puerto Rico that rapidly transformed the island from an agrarian to an industrial economy through tax incentives and promotion of U.S. investment.

A. Soviet military–industrial complex
The Soviet military–industrial complex was the vast network of state-controlled defense industries, research institutions, and government bodies that designed, produced, and maintained the USSR’s military hardware and strategic capabilities.
B. Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
C. Project 1950
Project 1950 is a Misfits studio album featuring punk rock covers of classic 1950s and 1960s pop songs.
D. Point Four Program
The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
E. Gosplan
Gosplan was the central Soviet state planning committee responsible for formulating and overseeing the USSR’s national economic plans.
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_69c008db906c819096f3597d55d95432`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c0687f5c6c81909c835329c996b311`	completed	March 22, 2026, 10:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6388f42648190adbc2d1c1efa75a5`	completed	March 27, 2026, 7:58 a.m.
NEDg	Description generation	`batch_69c63c5d5e2881908a27021616c69b97`	completed	March 27, 2026, 8:14 a.m.
NED2	Entity disambiguation (via description)	`batch_69c63cb876788190a26ae84c2c69df95`	completed	March 27, 2026, 8:15 a.m.

Created at: March 22, 2026, 4:34 p.m.