Triple

T36431895

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wendell H. Ford	`E897465`	entity
Predicate	precededByAsUSSenatorFromKentucky	`P195373`	FINISHED
Object	Marlow Cook Marlow Cook was a Republican politician who served as a United States Senator from Kentucky in the late 1960s and early 1970s.	`E2186934`	NE FINISHED

How this triple was built (3 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: Marlow Cook | Statement: [Wendell H. Ford, precededByAsUSSenatorFromKentucky, Marlow Cook]

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: Marlow Cook
Triple: [Wendell H. Ford, precededByAsUSSenatorFromKentucky, Marlow Cook]

Generated description

Marlow Cook was a Republican politician who served as a United States Senator from Kentucky in the late 1960s and early 1970s.

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

Target predicate: precededByAsUSSenatorFromKentucky
Context triple: [Wendell H. Ford, precededByAsUSSenatorFromKentucky, Marlow Cook]

A. officeAssumedAsUSSenatorFromKentucky
Indicates that an individual has formally taken office and begun serving in the role of U.S. Senator representing the state of Kentucky.
B. precededByAsSenatorFromFlorida
Indicates that one individual previously served as a U.S. Senator from Florida before another individual, directly preceding them in that office.
C. precededByAsGovernorOfIndiana
Indicates that one individual previously served as Governor of Indiana before another individual, establishing a succession order in that office.
D. precededByAsGovernor
Indicates that one individual previously held the position of governor before another specific individual.
E. precededByAsUSRepresentative
Indicates that one individual previously served as a U.S. Representative before being succeeded in that role by another individual.
F. None of above. chosen

Provenance (7 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_69f76e56636481908eda808ab0273401`	completed	May 3, 2026, 3:48 p.m.
NER	Named-entity recognition	`batch_69fdbc5ef46c8190bbcfb9798f4615b7`	completed	May 8, 2026, 10:35 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a39dbc274b08190a02252add57f8ad6`	completed	June 23, 2026, 1:05 a.m.
NEDg	Description generation	`batch_6a39dc983b8c819095dddd0c9498cd3b`	completed	June 23, 2026, 1:08 a.m.
NED2	Entity disambiguation (via description)	`batch_6a39de5091f8819082f7dd6f5dfff703`	completed	June 23, 2026, 1:16 a.m.
PD	Predicate disambiguation	`batch_69fdbb270338819082ce3f73903e884f`	completed	May 8, 2026, 10:29 a.m.
PDg	Predicate description generation	`batch_69fdbc5da9988190b95234bce4cc2062`	completed	May 8, 2026, 10:35 a.m.

Created at: May 3, 2026, 4:10 p.m.