Triple

T5522523
Position Surface form Disambiguated ID Type / Status
Subject Foraker Act E144844 entity
Predicate namedAfter P63 FINISHED
Object Joseph B. Foraker
Joseph B. Foraker was an American Republican politician from Ohio who served as governor and U.S. senator and was influential in shaping U.S. policy toward its new territories after the Spanish–American War.
E530790 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: Joseph B. Foraker | Statement: [Foraker Act, namedAfter, Joseph B. Foraker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joseph B. Foraker
Context triple: [Foraker Act, namedAfter, Joseph B. Foraker]
  • A. George H. Pendleton
    George H. Pendleton was a 19th-century American Democratic politician from Ohio, known for his pro–states’ rights stance and later for sponsoring the Pendleton Civil Service Reform Act.
  • B. Matthias W. Baldwin
    Matthias W. Baldwin was a 19th-century American inventor and industrialist best known for founding the Baldwin Locomotive Works, one of the largest and most influential locomotive manufacturers in the world.
  • C. Hugh J. Chisholm
    Hugh J. Chisholm was an American industrialist and paper magnate best known for building one of the largest paper manufacturing empires in the United States in the late 19th and early 20th centuries.
  • D. John F. Shafroth
    John F. Shafroth was an American politician and governor of Colorado who later served as a U.S. senator, known for his work on legislation concerning U.S. territories and Puerto Rican citizenship.
  • E. Enos M. Barton
    Enos M. Barton was an American engineer and businessman best known as a co-founder and early leader of Western Electric, a major telecommunications manufacturing company.
  • 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: Joseph B. Foraker
Triple: [Foraker Act, namedAfter, Joseph B. Foraker]
Generated description
Joseph B. Foraker was an American Republican politician from Ohio who served as governor and U.S. senator and was influential in shaping U.S. policy toward its new territories after the Spanish–American War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joseph B. Foraker
Target entity description: Joseph B. Foraker was an American Republican politician from Ohio who served as governor and U.S. senator and was influential in shaping U.S. policy toward its new territories after the Spanish–American War.
  • A. George H. Pendleton
    George H. Pendleton was a 19th-century American Democratic politician from Ohio, known for his pro–states’ rights stance and later for sponsoring the Pendleton Civil Service Reform Act.
  • B. Matthias W. Baldwin
    Matthias W. Baldwin was a 19th-century American inventor and industrialist best known for founding the Baldwin Locomotive Works, one of the largest and most influential locomotive manufacturers in the world.
  • C. Hugh J. Chisholm
    Hugh J. Chisholm was an American industrialist and paper magnate best known for building one of the largest paper manufacturing empires in the United States in the late 19th and early 20th centuries.
  • D. John F. Shafroth
    John F. Shafroth was an American politician and governor of Colorado who later served as a U.S. senator, known for his work on legislation concerning U.S. territories and Puerto Rican citizenship.
  • E. Enos M. Barton
    Enos M. Barton was an American engineer and businessman best known as a co-founder and early leader of Western Electric, a major telecommunications manufacturing company.
  • 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_69c008f873a481909b4d9f7e2db3c37d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f73cc8c8190a92a839c1ca804c7 completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027f2e98c8190880752c9ae8aba4f completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c04375a6e48190be2ce054fe79f8fc completed March 22, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69c043f987a48190828e012763fa0576 completed March 22, 2026, 7:33 p.m.
Created at: March 22, 2026, 3:34 p.m.