Triple

T13021954

Position	Surface form	Disambiguated ID	Type / Status
Subject	San Augustine County, Texas	`E326192`	entity
Predicate	hasSchoolDistrict	`P226`	FINISHED
Object	Brownsboro Independent School District (partial historical overlap may be incorrect) Brownsboro Independent School District is a public school district based in Brownsboro, Texas, that serves students in Brownsboro and surrounding communities in East Texas.	`E1014820`	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: Brownsboro Independent School District (partial historical overlap may be incorrect) | Statement: [San Augustine County, Texas, hasSchoolDistrict, Brownsboro Independent School District (partial historical overlap may be incorrect)]

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

Target entity: Brownsboro Independent School District (partial historical overlap may be incorrect)
Context triple: [San Augustine County, Texas, hasSchoolDistrict, Brownsboro Independent School District (partial historical overlap may be incorrect)]

A. Belton Independent School District (partial)
Belton Independent School District is a public school district serving students in and around Belton and parts of Temple in Central Texas.
B. Spring Independent School District
Spring Independent School District is a public school district serving students in and around the community of Spring in the Houston metropolitan area of Texas.
C. Manor Independent School District
Manor Independent School District is a public school district serving students in and around the city of Manor, located near Austin in central Texas.
D. Anna Independent School District
Anna Independent School District is a public school district serving the educational needs of students in and around the city of Anna in north-central Texas.
E. Independence School District
Independence School District is a public school district that oversees Independence High School and other schools serving students in the Independence community.
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: Brownsboro Independent School District (partial historical overlap may be incorrect)
Triple: [San Augustine County, Texas, hasSchoolDistrict, Brownsboro Independent School District (partial historical overlap may be incorrect)]

Generated description

Brownsboro Independent School District is a public school district based in Brownsboro, Texas, that serves students in Brownsboro and surrounding communities in East Texas.

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

Target entity: Brownsboro Independent School District (partial historical overlap may be incorrect)
Target entity description: Brownsboro Independent School District is a public school district based in Brownsboro, Texas, that serves students in Brownsboro and surrounding communities in East Texas.

A. Belton Independent School District (partial)
Belton Independent School District is a public school district serving students in and around Belton and parts of Temple in Central Texas.
B. Spring Independent School District
Spring Independent School District is a public school district serving students in and around the community of Spring in the Houston metropolitan area of Texas.
C. Manor Independent School District
Manor Independent School District is a public school district serving students in and around the city of Manor, located near Austin in central Texas.
D. Anna Independent School District
Anna Independent School District is a public school district serving the educational needs of students in and around the city of Anna in north-central Texas.
E. Independence School District
Independence School District is a public school district that oversees Independence High School and other schools serving students in the Independence community.
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_69d8076cc45c81908123123f43e69266`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69d97ed05e9c8190a4f208662bca0602`	completed	April 10, 2026, 10:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6c119e19c81908ae2b1caff6f2f32`	completed	May 3, 2026, 3:29 a.m.
NEDg	Description generation	`batch_69f6c20aff008190a1a10ac02ed08726`	completed	May 3, 2026, 3:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6c2de143c81908164f5df2b92e5c3`	completed	May 3, 2026, 3:37 a.m.

Created at: April 9, 2026, 8:52 p.m.