Triple

T7654098

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bedford County	`E173330`	entity
Predicate	contains	`P35`	FINISHED
Object	Bedford Springs Historic District Bedford Springs Historic District is a historic resort area in Pennsylvania renowned for its mineral springs, grand hotel complex, and long-standing role as a 19th- and early 20th-century leisure destination.	`E678968`	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: Bedford Springs Historic District | Statement: [Bedford County, contains, Bedford Springs Historic District]

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

Target entity: Bedford Springs Historic District
Context triple: [Bedford County, contains, Bedford Springs Historic District]

A. Bedford Historic District
Bedford Historic District is a designated historic area within Brooklyn’s Bedford–Stuyvesant neighborhood, noted for its well-preserved 19th- and early 20th-century residential architecture.
B. Warm Springs Historic District
Warm Springs Historic District is a historically significant area in Georgia best known for its association with President Franklin D. Roosevelt and the therapeutic warm springs that drew him there.
C. Bedford Center Historic District
Bedford Center Historic District is a historically significant area in Bedford, Massachusetts, known for its well-preserved 18th- and 19th-century architecture and traditional New England town center layout.
D. West Baden Springs Historic District
West Baden Springs Historic District is a nationally recognized historic area in West Baden Springs, Indiana, noted for its grand resort architecture and early 20th-century spa and tourism heritage.
E. Bedford Village Historic District
Bedford Village Historic District is a preserved historic area in Bedford, New York, known for its well-maintained 18th- and 19th-century buildings and traditional New England village character.
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: Bedford Springs Historic District
Triple: [Bedford County, contains, Bedford Springs Historic District]

Generated description

Bedford Springs Historic District is a historic resort area in Pennsylvania renowned for its mineral springs, grand hotel complex, and long-standing role as a 19th- and early 20th-century leisure destination.

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

Target entity: Bedford Springs Historic District
Target entity description: Bedford Springs Historic District is a historic resort area in Pennsylvania renowned for its mineral springs, grand hotel complex, and long-standing role as a 19th- and early 20th-century leisure destination.

A. Bedford Historic District
Bedford Historic District is a designated historic area within Brooklyn’s Bedford–Stuyvesant neighborhood, noted for its well-preserved 19th- and early 20th-century residential architecture.
B. Warm Springs Historic District
Warm Springs Historic District is a historically significant area in Georgia best known for its association with President Franklin D. Roosevelt and the therapeutic warm springs that drew him there.
C. Bedford Center Historic District
Bedford Center Historic District is a historically significant area in Bedford, Massachusetts, known for its well-preserved 18th- and 19th-century architecture and traditional New England town center layout.
D. West Baden Springs Historic District
West Baden Springs Historic District is a nationally recognized historic area in West Baden Springs, Indiana, noted for its grand resort architecture and early 20th-century spa and tourism heritage.
E. Bedford Village Historic District
Bedford Village Historic District is a preserved historic area in Bedford, New York, known for its well-maintained 18th- and 19th-century buildings and traditional New England village character.
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_69c6995473348190a4f41d110d619a18`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c7018d4cdc819092ca297b836190d9`	completed	March 27, 2026, 10:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c89af47b9c819087d42f1b01c413fe`	completed	March 29, 2026, 3:22 a.m.
NEDg	Description generation	`batch_69c89bb9f1a8819097475a35328c6875`	completed	March 29, 2026, 3:25 a.m.
NED2	Entity disambiguation (via description)	`batch_69c89c20a9a4819087d678e40f5d0876`	completed	March 29, 2026, 3:27 a.m.

Created at: March 27, 2026, 3:59 p.m.