Triple
T8870987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenandoah, Iowa |
E211153
|
entity |
| Predicate | hasRadioStation |
P14095
|
FINISHED |
| Object |
KMA (AM)
KMA (AM) is a long-running local radio station based in Shenandoah, Iowa, known for serving the surrounding community with news, talk, and agricultural programming.
|
E763405
|
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: KMA (AM) | Statement: [Shenandoah, Iowa, hasRadioStation, KMA (AM)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KMA (AM) Context triple: [Shenandoah, Iowa, hasRadioStation, KMA (AM)]
-
A.
KSPN (AM)
KSPN (AM) is a Los Angeles-based sports radio station that serves as the local ESPN Radio affiliate.
-
B.
KMDA
KMDA is the Royal Zoological Society of Antwerp, a Belgian organization that manages major zoological and conservation institutions including Antwerp Zoo.
-
C.
KAKR
KAKR is the ICAO airport code for Akron Fulton International Airport, a public airport serving Akron, Ohio, in the United States.
-
D.
KRDC (AM)
KRDC (AM) is a Los Angeles-area AM radio station owned by The Walt Disney Company and associated with KABC-TV as a sister outlet.
-
E.
KCBM
KCBM is the ICAO airport code for Columbus Air Force Base, a United States Air Force installation in Mississippi used primarily for pilot training operations.
- 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: KMA (AM) Triple: [Shenandoah, Iowa, hasRadioStation, KMA (AM)]
Generated description
KMA (AM) is a long-running local radio station based in Shenandoah, Iowa, known for serving the surrounding community with news, talk, and agricultural programming.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KMA (AM) Target entity description: KMA (AM) is a long-running local radio station based in Shenandoah, Iowa, known for serving the surrounding community with news, talk, and agricultural programming.
-
A.
KSPN (AM)
KSPN (AM) is a Los Angeles-based sports radio station that serves as the local ESPN Radio affiliate.
-
B.
KMDA
KMDA is the Royal Zoological Society of Antwerp, a Belgian organization that manages major zoological and conservation institutions including Antwerp Zoo.
-
C.
KAKR
KAKR is the ICAO airport code for Akron Fulton International Airport, a public airport serving Akron, Ohio, in the United States.
-
D.
KRDC (AM)
KRDC (AM) is a Los Angeles-area AM radio station owned by The Walt Disney Company and associated with KABC-TV as a sister outlet.
-
E.
KCBM
KCBM is the ICAO airport code for Columbus Air Force Base, a United States Air Force installation in Mississippi used primarily for pilot training operations.
- 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_69ca838d3c7c8190a849566d5afd2b11 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6126d2f88190979ab25772ee657c |
completed | April 1, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0ea9f5c8190b5c32fb1fefdc68b |
completed | April 3, 2026, 11:13 a.m. |
| NEDg | Description generation | batch_69cfa191d7d0819085a6b9bf7fa56067 |
completed | April 3, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28b1d1c8190ab4a10ba8fa7259d |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:51 p.m.