Triple
T20735985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malakoff, Texas |
E509706
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object | Malakoff Independent School District |
—
|
NE NERFINISHED |
How this triple was built (2 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: Malakoff Independent School District | Statement: [Malakoff, Texas, schoolDistrict, Malakoff Independent School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malakoff Independent School District Context triple: [Malakoff, Texas, schoolDistrict, Malakoff Independent School District]
-
A.
Malakoff Independent School District
chosen
Malakoff Independent School District is a public school district serving students in and around the city of Malakoff in Henderson County, Texas.
-
B.
Kaufman Independent School District
Kaufman Independent School District is a public school district serving students in and around the city of Kaufman in Kaufman County, Texas.
-
C.
Snook Independent School District
Snook Independent School District is a public school district serving the educational needs of students in and around the community of Snook in Burleson County, Texas.
-
D.
Hamlin Independent School District
Hamlin Independent School District is a public school district based in Hamlin, Texas, serving students in and around Jones County.
-
E.
Dickinson Independent School District
Dickinson Independent School District is a public school district in Texas that serves students in communities including Bacliff and the surrounding Galveston County area.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c20a02d48190bba22d1bdbeb370d |
completed | April 21, 2026, 12:17 a.m. |
Created at: April 16, 2026, 12:31 p.m.