Triple

T5062674

Position	Surface form	Disambiguated ID	Type / Status
Subject	Edward Gurney	`E114060`	entity
Predicate	precededBy	`P97`	FINISHED
Object	A. S. Herlong Jr. (as U.S. Representative from Florida) A. S. Herlong Jr. was a mid-20th-century Democratic congressman who represented Florida in the U.S. House of Representatives and was known for his staunch anti-communist positions.	`E490310`	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: A. S. Herlong Jr. (as U.S. Representative from Florida) | Statement: [Edward Gurney, precededBy, A. S. Herlong Jr. (as U.S. Representative from Florida)]

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

Target entity: A. S. Herlong Jr. (as U.S. Representative from Florida)
Context triple: [Edward Gurney, precededBy, A. S. Herlong Jr. (as U.S. Representative from Florida)]

A. Florida Representative Fred Hawkins
Florida Representative Fred Hawkins is a Republican state legislator from Florida known for sponsoring high-profile legislation, including the 2023 bill restructuring Disney’s special governing district.
B. 6th congressional district of Florida
The 6th congressional district of Florida is a U.S. House district located along Florida’s Atlantic coast, historically centered around the Daytona Beach area and represented predominantly by Republicans.
C. Florida's 2nd congressional district
Florida's 2nd congressional district is a U.S. House district in the Florida Panhandle that includes Tallahassee and several surrounding counties along the Gulf Coast.
D. 5th congressional district of Florida
The 5th congressional district of Florida is a U.S. House district historically known for encompassing parts of Jacksonville and surrounding areas, often configured as a minority-majority district.
E. U.S. Senator Clair Engle
U.S. Senator Clair Engle was a mid-20th-century California lawmaker known for his influential support of major water projects and civil rights legislation.
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: A. S. Herlong Jr. (as U.S. Representative from Florida)
Triple: [Edward Gurney, precededBy, A. S. Herlong Jr. (as U.S. Representative from Florida)]

Generated description

A. S. Herlong Jr. was a mid-20th-century Democratic congressman who represented Florida in the U.S. House of Representatives and was known for his staunch anti-communist positions.

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

Target entity: A. S. Herlong Jr. (as U.S. Representative from Florida)
Target entity description: A. S. Herlong Jr. was a mid-20th-century Democratic congressman who represented Florida in the U.S. House of Representatives and was known for his staunch anti-communist positions.

A. Florida Representative Fred Hawkins
Florida Representative Fred Hawkins is a Republican state legislator from Florida known for sponsoring high-profile legislation, including the 2023 bill restructuring Disney’s special governing district.
B. 6th congressional district of Florida
The 6th congressional district of Florida is a U.S. House district located along Florida’s Atlantic coast, historically centered around the Daytona Beach area and represented predominantly by Republicans.
C. Florida's 2nd congressional district
Florida's 2nd congressional district is a U.S. House district in the Florida Panhandle that includes Tallahassee and several surrounding counties along the Gulf Coast.
D. 5th congressional district of Florida
The 5th congressional district of Florida is a U.S. House district historically known for encompassing parts of Jacksonville and surrounding areas, often configured as a minority-majority district.
E. U.S. Senator Clair Engle
U.S. Senator Clair Engle was a mid-20th-century California lawmaker known for his influential support of major water projects and civil rights legislation.
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_69bd443c0c8c81908663b77afb28e165`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd7475be3c819085cde8ec544c407e`	completed	March 20, 2026, 4:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bea497fed0819098746fd8917f041c`	completed	March 21, 2026, 2 p.m.
NEDg	Description generation	`batch_69bea5163c78819086d2424ee7b57890`	completed	March 21, 2026, 2:03 p.m.
NED2	Entity disambiguation (via description)	`batch_69bea577f4b0819084d579e4d4804947`	completed	March 21, 2026, 2:04 p.m.

Created at: March 20, 2026, 1:38 p.m.