Triple

T4773462
Position Surface form Disambiguated ID Type / Status
Subject Heinz History Center E105986 entity
Predicate namedAfter P63 FINISHED
Object John Heinz
John Heinz was a prominent Pennsylvania politician and philanthropist, best known as a long-serving U.S. Senator and heir to the Heinz food company fortune.
E468821 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: John Heinz | Statement: [Heinz History Center, namedAfter, John Heinz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Heinz
Context triple: [Heinz History Center, namedAfter, John Heinz]
  • A. Thomas Mellon
    Thomas Mellon was a 19th-century Irish-American lawyer, judge, and entrepreneur who founded the Mellon family fortune and banking dynasty in Pittsburgh.
  • B. Francis X. Hummel
    Francis X. Hummel is a fictional U.S. Marine Corps general and the main antagonist in the 1996 action film "The Rock," portrayed by Ed Harris.
  • C. Jan Ruml
    Jan Ruml is a Czech politician and former dissident who played a significant role in the country’s transition from communism, later serving as interior minister and a leading figure in post-1989 democratic politics.
  • D. Philip Holzer
    Philip Holzer is a German investment banker and football executive best known for serving as chairman of Bundesliga club Eintracht Frankfurt.
  • E. Richard B. Mellon
    Richard B. Mellon was an American banker, industrialist, and philanthropist from the prominent Mellon family who played a major role in early 20th-century finance and industry.
  • 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: John Heinz
Triple: [Heinz History Center, namedAfter, John Heinz]
Generated description
John Heinz was a prominent Pennsylvania politician and philanthropist, best known as a long-serving U.S. Senator and heir to the Heinz food company fortune.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Heinz
Target entity description: John Heinz was a prominent Pennsylvania politician and philanthropist, best known as a long-serving U.S. Senator and heir to the Heinz food company fortune.
  • A. Thomas Mellon
    Thomas Mellon was a 19th-century Irish-American lawyer, judge, and entrepreneur who founded the Mellon family fortune and banking dynasty in Pittsburgh.
  • B. Francis X. Hummel
    Francis X. Hummel is a fictional U.S. Marine Corps general and the main antagonist in the 1996 action film "The Rock," portrayed by Ed Harris.
  • C. Jan Ruml
    Jan Ruml is a Czech politician and former dissident who played a significant role in the country’s transition from communism, later serving as interior minister and a leading figure in post-1989 democratic politics.
  • D. Philip Holzer
    Philip Holzer is a German investment banker and football executive best known for serving as chairman of Bundesliga club Eintracht Frankfurt.
  • E. Richard B. Mellon
    Richard B. Mellon was an American banker, industrialist, and philanthropist from the prominent Mellon family who played a major role in early 20th-century finance and industry.
  • 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_69bd43f3074c8190937e7b0a457fe9f1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6560b3448190a0debbd8da29d986 completed March 20, 2026, 3:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43c2995c81909b16baa672c4844a completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be447c21d48190ab57c8761e733ff4 completed March 21, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69be45f5ebec8190b62c428b465d1bd9 completed March 21, 2026, 7:17 a.m.
Created at: March 20, 2026, 1:21 p.m.