Triple

T9528544

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ferris, Texas	`E229822`	entity
Predicate	hasSchoolDistrict	`P226`	FINISHED
Object	Ferris Independent School District Ferris Independent School District is a public school district serving the educational needs of students in and around the city of Ferris in North Texas.	`E806013`	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: Ferris Independent School District | Statement: [Ferris, Texas, hasSchoolDistrict, Ferris Independent School District]

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

Target entity: Ferris Independent School District
Context triple: [Ferris, Texas, hasSchoolDistrict, Ferris Independent School District]

A. Frisco Independent School District
Frisco Independent School District is a rapidly growing public school district in North Texas known for its numerous modern campuses and strong academic and extracurricular programs.
B. Allen Independent School District
Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
C. Tyler Independent School District
Tyler Independent School District is a public school district in Tyler, Texas, known for its central role as the petitioner in the landmark U.S. Supreme Court case Plyler v. Doe concerning the education rights of undocumented children.
D. Prosper Independent School District
Prosper Independent School District is a rapidly growing public school district serving students in Prosper and surrounding communities in North Texas, known for its strong academics, modern facilities, and emphasis on extracurricular excellence.
E. Richardson Independent School District
Richardson Independent School District is a public school district in the Dallas–Fort Worth area of Texas that serves students in Richardson and parts of several surrounding communities.
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: Ferris Independent School District
Triple: [Ferris, Texas, hasSchoolDistrict, Ferris Independent School District]

Generated description

Ferris Independent School District is a public school district serving the educational needs of students in and around the city of Ferris in North Texas.

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

Target entity: Ferris Independent School District
Target entity description: Ferris Independent School District is a public school district serving the educational needs of students in and around the city of Ferris in North Texas.

A. Frisco Independent School District
Frisco Independent School District is a rapidly growing public school district in North Texas known for its numerous modern campuses and strong academic and extracurricular programs.
B. Allen Independent School District
Allen Independent School District is a public school district serving the city of Allen and surrounding areas in the northern Dallas–Fort Worth metropolitan region of Texas.
C. Tyler Independent School District
Tyler Independent School District is a public school district in Tyler, Texas, known for its central role as the petitioner in the landmark U.S. Supreme Court case Plyler v. Doe concerning the education rights of undocumented children.
D. Prosper Independent School District
Prosper Independent School District is a rapidly growing public school district serving students in Prosper and surrounding communities in North Texas, known for its strong academics, modern facilities, and emphasis on extracurricular excellence.
E. Richardson Independent School District
Richardson Independent School District is a public school district in the Dallas–Fort Worth area of Texas that serves students in Richardson and parts of several surrounding communities.
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_69ca8479934c81908006d0e6e970ae05`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd98b0466081908eb637e2185dea37`	completed	April 1, 2026, 10:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d14c30c6008190b2eff99d74f18070`	completed	April 4, 2026, 5:36 p.m.
NEDg	Description generation	`batch_69d14ea0ae408190bcb375a2540c3221`	completed	April 4, 2026, 5:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69d14f13fcdc8190a227d756f1342f16`	completed	April 4, 2026, 5:49 p.m.

Created at: March 30, 2026, 8 p.m.