Triple
T9194945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forney, Texas |
E220680
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Forney Independent School District
Forney Independent School District is a public school district serving students in and around the city of Forney in Kaufman County, Texas.
|
E783307
|
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: Forney Independent School District | Statement: [Forney, Texas, hasSchoolDistrict, Forney Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forney Independent School District Context triple: [Forney, Texas, hasSchoolDistrict, Forney 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.
Fort Worth Independent School District
Fort Worth Independent School District is a large public school district based in Fort Worth, Texas, serving students across Fort Worth and several surrounding communities.
-
C.
Bonham Independent School District
Bonham Independent School District is a public school district serving the educational needs of students in and around the city of Bonham in Fannin County, Texas.
-
D.
Conroe Independent School District
Conroe Independent School District is a large public school district in the Houston metropolitan area of Texas, serving students across Conroe and several surrounding communities.
-
E.
Moody Independent School District
Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
- 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: Forney Independent School District Triple: [Forney, Texas, hasSchoolDistrict, Forney Independent School District]
Generated description
Forney Independent School District is a public school district serving students in and around the city of Forney in Kaufman County, Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forney Independent School District Target entity description: Forney Independent School District is a public school district serving students in and around the city of Forney in Kaufman County, 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.
Fort Worth Independent School District
Fort Worth Independent School District is a large public school district based in Fort Worth, Texas, serving students across Fort Worth and several surrounding communities.
-
C.
Bonham Independent School District
Bonham Independent School District is a public school district serving the educational needs of students in and around the city of Bonham in Fannin County, Texas.
-
D.
Conroe Independent School District
Conroe Independent School District is a large public school district in the Houston metropolitan area of Texas, serving students across Conroe and several surrounding communities.
-
E.
Moody Independent School District
Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
- 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_69ca83e7ba70819088b74866d9da2c30 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd87c3a3c8190b60f19873ef6e1f8 |
completed | April 1, 2026, 8:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05c313004819090fe0e5d4e7bc15e |
completed | April 4, 2026, 12:32 a.m. |
| NEDg | Description generation | batch_69d05d138c288190a0eab9be6bd649c0 |
completed | April 4, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05df1a0888190a2bdc48a159b865e |
completed | April 4, 2026, 12:40 a.m. |
Created at: March 30, 2026, 7:25 p.m.