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.