Triple

T6350686
Position Surface form Disambiguated ID Type / Status
Subject Luis Muñoz Marín E142861 entity
Predicate notableWork P4 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. manufacturing investment.
E490 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, notableWork, 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, notableWork, 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, notableWork, 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. manufacturing 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. manufacturing 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 chosen
    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.

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_69c008d6dcbc8190aa1c2f1fd8916b42 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067dc2790819084aaf7067dc25733 completed March 22, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c604546ed08190bb1c89bc5461f5cd completed March 27, 2026, 4:15 a.m.
NEDg Description generation batch_69c6059ad89881909599c61f293791cc completed March 27, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69c6065044908190b2ba71490a3bae54 completed March 27, 2026, 4:23 a.m.
Created at: March 22, 2026, 4:31 p.m.