Triple

T17778603
Position Surface form Disambiguated ID Type / Status
Subject Bethlehem Steel Corporation E443838 entity
Predicate keyPerson P256 FINISHED
Object Eugene G. Grace
Eugene G. Grace was a prominent American industrialist who served as the long-time president of Bethlehem Steel, helping to build it into one of the largest steel producers in the world.
E1373768 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: Eugene G. Grace | Statement: [Bethlehem Steel Corporation, keyPerson, Eugene G. Grace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eugene G. Grace
Context triple: [Bethlehem Steel Corporation, keyPerson, Eugene G. Grace]
  • A. Wallace J. Benedict
    Wallace J. Benedict was the husband of American lawyer and feminist activist Crystal Eastman.
  • B. James L. Orr
    James L. Orr was a 19th-century American politician from South Carolina who served as Speaker of the U.S. House of Representatives and later as governor and U.S. minister to Russia.
  • C. Edmund G. Ross
    Edmund G. Ross was a 19th-century U.S. senator from Kansas best known for casting the decisive vote against the impeachment of President Andrew Johnson, an act later celebrated in John F. Kennedy’s "Profiles in Courage."
  • D. Robert C. Grier
    Robert C. Grier was a 19th-century American jurist who served on the U.S. Supreme Court and is noted for his participation in landmark decisions such as the Dred Scott case.
  • E. J. Howard McGrath
    J. Howard McGrath was an American lawyer and Democratic politician who served as U.S. Attorney General under President Harry S. Truman and previously as governor of Rhode Island and U.S. senator.
  • 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: Eugene G. Grace
Triple: [Bethlehem Steel Corporation, keyPerson, Eugene G. Grace]
Generated description
Eugene G. Grace was a prominent American industrialist who served as the long-time president of Bethlehem Steel, helping to build it into one of the largest steel producers in the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eugene G. Grace
Target entity description: Eugene G. Grace was a prominent American industrialist who served as the long-time president of Bethlehem Steel, helping to build it into one of the largest steel producers in the world.
  • A. Wallace J. Benedict
    Wallace J. Benedict was the husband of American lawyer and feminist activist Crystal Eastman.
  • B. James L. Orr
    James L. Orr was a 19th-century American politician from South Carolina who served as Speaker of the U.S. House of Representatives and later as governor and U.S. minister to Russia.
  • C. Edmund G. Ross
    Edmund G. Ross was a 19th-century U.S. senator from Kansas best known for casting the decisive vote against the impeachment of President Andrew Johnson, an act later celebrated in John F. Kennedy’s "Profiles in Courage."
  • D. Robert C. Grier
    Robert C. Grier was a 19th-century American jurist who served on the U.S. Supreme Court and is noted for his participation in landmark decisions such as the Dred Scott case.
  • E. J. Howard McGrath
    J. Howard McGrath was an American lawyer and Democratic politician who served as U.S. Attorney General under President Harry S. Truman and previously as governor of Rhode Island and U.S. senator.
  • 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_69d8b9ef17708190bdf7e2adbf14ddc2 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4871f63708190b298ed96896ad0ee completed April 19, 2026, 7:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a072b64b16c8190ab23bfc8a2ec7b66 completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072d79ae348190a078fb5441c6466b completed May 15, 2026, 2:28 p.m.
NED2 Entity disambiguation (via description) batch_6a072e930e948190ac19fa2b81639922 completed May 15, 2026, 2:32 p.m.
Created at: April 10, 2026, 10:12 a.m.