Triple

T3981205

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kathleen Sebelius	`E85761`	entity
Predicate	successor (Insurance Commissioner of Kansas)	`P78`	FINISHED
Object	Sandy Praeger Sandy Praeger is an American politician and former Kansas Insurance Commissioner known for her moderate Republican views and work on health insurance regulation and reform.	`E616284`	NE FINISHED

How this triple was built (5 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: Sandy Praeger | Statement: [Kathleen Sebelius, successor (Insurance Commissioner of Kansas), Sandy Praeger]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Sandy Praeger
Context triple: [Kathleen Sebelius, successor (Insurance Commissioner of Kansas), Sandy Praeger]

A. Diane Millstead
Diane Millstead is an Australian academic and writer best known as the former wife of comedian and satirist Barry Humphries.
B. Peggy Bowden
Peggy Bowden is the teenage daughter of lawyer Sam Bowden in the 1962 psychological thriller film "Cape Fear," whose vulnerability is exploited by the menacing ex-convict Max Cady.
C. Vicki Sirotta
Vicki Sirotta is a film producer best known for her work on the horror-thriller movie "The Prophecy."
D. Pam Sheyne
Pam Sheyne is a British songwriter and producer best known for co-writing Christina Aguilera’s hit single "Genie in a Bottle."
E. Peggy Harper
Peggy Harper is best known as the former wife of American singer-songwriter Paul Simon.
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: Sandy Praeger
Triple: [Kathleen Sebelius, successor (Insurance Commissioner of Kansas), Sandy Praeger]

Generated description

Sandy Praeger is an American politician and former Kansas Insurance Commissioner known for her moderate Republican views and work on health insurance regulation and reform.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Sandy Praeger
Target entity description: Sandy Praeger is an American politician and former Kansas Insurance Commissioner known for her moderate Republican views and work on health insurance regulation and reform.

A. Diane Millstead
Diane Millstead is an Australian academic and writer best known as the former wife of comedian and satirist Barry Humphries.
B. Peggy Bowden
Peggy Bowden is the teenage daughter of lawyer Sam Bowden in the 1962 psychological thriller film "Cape Fear," whose vulnerability is exploited by the menacing ex-convict Max Cady.
C. Vicki Sirotta
Vicki Sirotta is a film producer best known for her work on the horror-thriller movie "The Prophecy."
D. Pam Sheyne
Pam Sheyne is a British songwriter and producer best known for co-writing Christina Aguilera’s hit single "Genie in a Bottle."
E. Peggy Harper
Peggy Harper is best known as the former wife of American singer-songwriter Paul Simon.
F. None of above. chosen

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: successor (Insurance Commissioner of Kansas)
Context triple: [Kathleen Sebelius, successor (Insurance Commissioner of Kansas), Sandy Praeger]

A. successorOfficeHolder
Indicates that one office holder directly follows another in occupying the same official position.
B. successor chosen
Indicates that one entity directly follows another in an ordered sequence or position.
C. successorOfficeTo
Indicates that one office or position directly follows and replaces another in an official sequence or hierarchy.
D. successorOfficeEstablished
Indicates that a new office or position was formally created to replace or succeed a previous one.
E. laterAdministrativeSuccessor
Indicates that one administrative entity succeeds another in governing authority or jurisdiction at a later time.
F. None of above.

Provenance (6 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_69aed93908348190a26c8aaf4fab3e86`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefa3ef7ac8190abe02f440ff83c43`	completed	March 9, 2026, 4:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c70ad71194819081361abadfc256ca`	completed	March 27, 2026, 10:55 p.m.
NEDg	Description generation	`batch_69c70bbfd100819083c9d1fc94051abf`	completed	March 27, 2026, 10:59 p.m.
NED2	Entity disambiguation (via description)	`batch_69c70c755054819087d0db6f94d69eae`	completed	March 27, 2026, 11:02 p.m.
PD	Predicate disambiguation	`batch_69aef8f492ac819089dbb9436dbcdd2b`	completed	March 9, 2026, 4:44 p.m.

Created at: March 9, 2026, 3:33 p.m.