Triple
T17253227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshalltown |
E418810
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Marshalltown City Council |
E418810
|
NE FINISHED |
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: Marshalltown City Council | Statement: [Marshalltown, governingBody, Marshalltown City Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshalltown City Council Context triple: [Marshalltown, governingBody, Marshalltown City Council]
-
A.
Marshalltown Community School District
Marshalltown Community School District is a public school district that operates and oversees primary and secondary schools serving students in and around Marshalltown, Iowa.
-
B.
Des Moines City Council
The Des Moines City Council is the elected municipal governing body responsible for setting policy, passing ordinances, and overseeing city administration in Des Moines, Iowa.
-
C.
Iowa City Council
The Iowa City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing the governance of Iowa City, Iowa.
-
D.
Marshalltown
chosen
Marshalltown is a city in central Iowa that serves as a regional hub for industry, commerce, and transportation.
-
E.
Marshalltown
Marshalltown is an inner-city commercial and business district located within Johannesburg’s central business area in South Africa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42e6a1b648190a8bb2deb67bbdfdc |
completed | April 19, 2026, 1:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170fb89248190ae431ce51dfeaffd |
completed | May 11, 2026, 6:02 a.m. |
Created at: April 10, 2026, 5:39 a.m.