Triple
T1484228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SecAg |
E29427
|
entity |
| Predicate | positionHeldBy |
P8
|
FINISHED |
| Object |
Tom Vilsack
Tom Vilsack is an American politician and attorney who has served multiple terms as the United States Secretary of Agriculture and is a former governor of Iowa.
|
E170603
|
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: Tom Vilsack | Statement: [SecAg, positionHeldBy, Tom Vilsack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Vilsack Context triple: [SecAg, positionHeldBy, Tom Vilsack]
-
A.
Mark Schweiker
Mark Schweiker is an American politician who served as the 44th governor of Pennsylvania in the early 2000s.
-
B.
Jeff Walz
Jeff Walz is a prominent American college basketball coach best known for building the University of Louisville women’s program into a perennial national contender.
-
C.
Scott Walker
Scott Walker is an American Republican politician who served as the 45th governor of Wisconsin from 2011 to 2019 and gained national prominence for his contentious public-sector union reforms.
-
D.
Peter B. Chiafalo
Peter B. Chiafalo is an American presidential elector known for challenging state laws that bind Electoral College members to support their party’s nominee, leading to the U.S. Supreme Court case Chiafalo v. Washington.
-
E.
Rod Blagojevich
Rod Blagojevich is a former Democratic governor of Illinois who gained national notoriety after being impeached and convicted on federal corruption charges related to the attempted sale of Barack Obama’s vacated U.S. Senate seat.
- 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: Tom Vilsack Triple: [SecAg, positionHeldBy, Tom Vilsack]
Generated description
Tom Vilsack is an American politician and attorney who has served multiple terms as the United States Secretary of Agriculture and is a former governor of Iowa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Vilsack Target entity description: Tom Vilsack is an American politician and attorney who has served multiple terms as the United States Secretary of Agriculture and is a former governor of Iowa.
-
A.
Mark Schweiker
Mark Schweiker is an American politician who served as the 44th governor of Pennsylvania in the early 2000s.
-
B.
Jeff Walz
Jeff Walz is a prominent American college basketball coach best known for building the University of Louisville women’s program into a perennial national contender.
-
C.
Scott Walker
Scott Walker is an American Republican politician who served as the 45th governor of Wisconsin from 2011 to 2019 and gained national prominence for his contentious public-sector union reforms.
-
D.
Peter B. Chiafalo
Peter B. Chiafalo is an American presidential elector known for challenging state laws that bind Electoral College members to support their party’s nominee, leading to the U.S. Supreme Court case Chiafalo v. Washington.
-
E.
Rod Blagojevich
Rod Blagojevich is a former Democratic governor of Illinois who gained national notoriety after being impeached and convicted on federal corruption charges related to the attempted sale of Barack Obama’s vacated U.S. Senate seat.
- 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_69a498da82e08190ba833330d05f380f |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c6a011f0819086e9ee517ed6d29f |
completed | March 1, 2026, 11:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad1ca4c4e481909ea0ca76841454b1 |
completed | March 8, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69ad1d28d8708190b284676ff407c3ec |
completed | March 8, 2026, 6:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad1ea291448190ba1c8593d11f86ee |
completed | March 8, 2026, 7 a.m. |
Created at: March 1, 2026, 8:12 p.m.