Triple

T1227264
Position Surface form Disambiguated ID Type / Status
Subject Deputy Secretary of Transportation E26352 entity
Predicate officeHoldersInclude P537 FINISHED
Object John D. Porcari
John D. Porcari is an American public official and transportation expert who served in senior leadership roles at the U.S. Department of Transportation and in state-level transportation agencies.
E298341 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 D. Porcari | Statement: [Deputy Secretary of Transportation, officeHoldersInclude, John D. Porcari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John D. Porcari
Context triple: [Deputy Secretary of Transportation, officeHoldersInclude, John D. Porcari]
  • A. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • B. George R. Vierno
    George R. Vierno is a former New York City correction official best known for his leadership role within the city’s Department of Correction, for which a Rikers Island jail facility was named in his honor.
  • C. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • D. David M. Satterfield
    David M. Satterfield is an American diplomat and former U.S. ambassador who has held several senior foreign policy roles, including directing Rice University's Baker Institute for Public Policy.
  • E. Vincent G. Kling
    Vincent G. Kling was a prominent 20th-century American architect known for his influential modernist designs and major urban projects, particularly in Philadelphia.
  • 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 D. Porcari
Triple: [Deputy Secretary of Transportation, officeHoldersInclude, John D. Porcari]
Generated description
John D. Porcari is an American public official and transportation expert who served in senior leadership roles at the U.S. Department of Transportation and in state-level transportation agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John D. Porcari
Target entity description: John D. Porcari is an American public official and transportation expert who served in senior leadership roles at the U.S. Department of Transportation and in state-level transportation agencies.
  • A. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • B. George R. Vierno
    George R. Vierno is a former New York City correction official best known for his leadership role within the city’s Department of Correction, for which a Rikers Island jail facility was named in his honor.
  • C. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • D. David M. Satterfield
    David M. Satterfield is an American diplomat and former U.S. ambassador who has held several senior foreign policy roles, including directing Rice University's Baker Institute for Public Policy.
  • E. Vincent G. Kling
    Vincent G. Kling was a prominent 20th-century American architect known for his influential modernist designs and major urban projects, particularly in Philadelphia.
  • 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_69a49484688c8190a1bf285eb396a8b6 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be3b32a08190a36e96a3e51976eb completed March 1, 2026, 10:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69afc616800c819090f6fcddb6930060 completed March 10, 2026, 7:19 a.m.
NEDg Description generation batch_69afc686bd908190ba3f865576c40d46 completed March 10, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_69afc6e92f0481908211fea3a6d4e05b completed March 10, 2026, 7:23 a.m.
Created at: March 1, 2026, 7:47 p.m.