Triple

T3280064
Position Surface form Disambiguated ID Type / Status
Subject Foreign Assistance Act of 1961 E68850 entity
Predicate amendedBy P1121 FINISHED
Object International Development and Food Assistance Act of 1975
The International Development and Food Assistance Act of 1975 is a U.S. law that reoriented and expanded American foreign aid policy, emphasizing long-term development and global food assistance programs for poorer countries.
E12794 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: International Development and Food Assistance Act of 1975 | Statement: [Foreign Assistance Act of 1961, amendedBy, International Development and Food Assistance Act of 1975]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Development and Food Assistance Act of 1975
Context triple: [Foreign Assistance Act of 1961, amendedBy, International Development and Food Assistance Act of 1975]
  • A. Food Security Act of 1985
    The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
  • B. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • C. Foreign Assistance Act of 1961
    The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
  • D. Food and Agriculture Act of 1962
    The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
  • E. Food Stamp Act of 1959 (pilot authorization)
    The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
  • 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: International Development and Food Assistance Act of 1975
Triple: [Foreign Assistance Act of 1961, amendedBy, International Development and Food Assistance Act of 1975]
Generated description
The International Development and Food Assistance Act of 1975 is a U.S. law that reoriented and expanded American foreign aid policy, emphasizing long-term development and global food assistance programs for poorer countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Development and Food Assistance Act of 1975
Target entity description: The International Development and Food Assistance Act of 1975 is a U.S. law that reoriented and expanded American foreign aid policy, emphasizing long-term development and global food assistance programs for poorer countries.
  • A. Food Security Act of 1985
    The Food Security Act of 1985 is a major U.S. farm bill that overhauled agricultural commodity, conservation, and food assistance policies to stabilize farm incomes while promoting environmental stewardship.
  • B. Food and Agriculture Act of 1977
    The Food and Agriculture Act of 1977 is a major U.S. farm bill that reformed federal agricultural policy, including commodity price supports, food assistance programs, and rural development initiatives.
  • C. Foreign Assistance Act of 1961 chosen
    The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
  • D. Food and Agriculture Act of 1962
    The Food and Agriculture Act of 1962 was a U.S. federal law that revised and extended agricultural price support and farm subsidy programs as part of mid-20th-century farm policy.
  • E. Food Stamp Act of 1959 (pilot authorization)
    The Food Stamp Act of 1959 (pilot authorization) was an early federal initiative that established a limited test program for providing food-purchasing assistance to low-income Americans, laying groundwork for the modern food stamp system.
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0166c8c81909cb0a580ef319be3 completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e851d2bc8190ba887cd1c81c880d completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e8e42ecc8190b81d1b64f9fba0c1 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e954ec18819096f31feb9e985b6a completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:10 p.m.