Triple
T14428147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John M. Balch |
E357748
|
entity |
| Predicate | associatedWithPlace |
P2830
|
FINISHED |
| Object | Balch Springs, Texas |
—
|
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: Balch Springs, Texas | Statement: [John M. Balch, associatedWithPlace, Balch Springs, Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balch Springs, Texas Context triple: [John M. Balch, associatedWithPlace, Balch Springs, Texas]
-
A.
Balch Springs
chosen
Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
-
B.
Indian Springs, Texas
Indian Springs is a small unincorporated community and census-designated place in Polk County in eastern Texas, known primarily as a rural residential area.
-
C.
Brownwood, Texas
Brownwood, Texas is a small central Texas city that serves as a regional hub for commerce, education, and healthcare in the surrounding rural area.
-
D.
Dripping Springs, Texas
Dripping Springs, Texas is a small Hill Country city west of Austin known for its scenic landscapes, wineries, and role as a gateway to Texas wine country.
-
E.
Springtown, Texas
Springtown, Texas is a small rural city in North Texas known for its close-knit community and location within the Dallas–Fort Worth metropolitan 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91154de881909266ae88d1545685 |
completed | April 14, 2026, 7:10 p.m. |
Created at: April 10, 2026, 1:18 a.m.