Triple
T7528105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonham, Texas |
E177947
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
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.
|
E669732
|
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: Bonham Independent School District | Statement: [Bonham, Texas, hasEducationalInstitution, Bonham Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bonham Independent School District Context triple: [Bonham, Texas, hasEducationalInstitution, Bonham Independent School District]
-
A.
Bryan Independent School District
Bryan Independent School District is a public school system serving students in and around the city of Bryan in Brazos County, Texas.
-
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.
Garland Independent School District
Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
-
D.
Moody Independent School District
Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
-
E.
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.
- 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: Bonham Independent School District Triple: [Bonham, Texas, hasEducationalInstitution, Bonham Independent School District]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bonham Independent School District Target entity description: 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.
-
A.
Bryan Independent School District
Bryan Independent School District is a public school system serving students in and around the city of Bryan in Brazos County, Texas.
-
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.
Garland Independent School District
Garland Independent School District is a large public school district in the Dallas–Fort Worth area of Texas that serves students in Garland, Rowlett, and Sachse.
-
D.
Moody Independent School District
Moody Independent School District is a public school district serving the community of Moody and surrounding areas in central Texas.
-
E.
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.
- 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_69c69f29bf3081909a146aec7755f185 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f81cc5748190818443c48c9e3114 |
completed | March 27, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84639c19881909e1736afc01a020d |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c846d0b1348190bc2bf23e75c535a9 |
completed | March 28, 2026, 9:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c84748b8988190b4f85c253ea9e403 |
completed | March 28, 2026, 9:25 p.m. |
Created at: March 27, 2026, 3:47 p.m.