Triple
T16815009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marshall County, Iowa |
E408720
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Laurel, Iowa
Laurel, Iowa is a small rural community located in Marshall County in the central part of the state.
|
E1236094
|
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: Laurel, Iowa | Statement: [Marshall County, Iowa, hasUnincorporatedCommunity, Laurel, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laurel, Iowa Context triple: [Marshall County, Iowa, hasUnincorporatedCommunity, Laurel, Iowa]
-
A.
Lacey, Iowa
Lacey, Iowa is a small unincorporated rural community located in Mahaska County in the U.S. state of Iowa.
-
B.
Lawton, Iowa
Lawton, Iowa is a small city in northwestern Iowa that functions largely as a residential community near the larger urban center of Sioux City.
-
C.
Lytton, Iowa
Lytton, Iowa is a small rural city in Sac and Calhoun counties known for its agricultural surroundings and location in northwestern Iowa.
-
D.
Lawler, Iowa
Lawler, Iowa is a small rural city located in northeastern Iowa within Chickasaw County.
-
E.
Indianola, Iowa
Indianola, Iowa is a small city in central Iowa known for hosting the National Balloon Classic and for being home to Simpson College.
- 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: Laurel, Iowa Triple: [Marshall County, Iowa, hasUnincorporatedCommunity, Laurel, Iowa]
Generated description
Laurel, Iowa is a small rural community located in Marshall County in the central part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laurel, Iowa Target entity description: Laurel, Iowa is a small rural community located in Marshall County in the central part of the state.
-
A.
Lacey, Iowa
Lacey, Iowa is a small unincorporated rural community located in Mahaska County in the U.S. state of Iowa.
-
B.
Lawton, Iowa
Lawton, Iowa is a small city in northwestern Iowa that functions largely as a residential community near the larger urban center of Sioux City.
-
C.
Lytton, Iowa
Lytton, Iowa is a small rural city in Sac and Calhoun counties known for its agricultural surroundings and location in northwestern Iowa.
-
D.
Lawler, Iowa
Lawler, Iowa is a small rural city located in northeastern Iowa within Chickasaw County.
-
E.
Indianola, Iowa
Indianola, Iowa is a small city in central Iowa known for hosting the National Balloon Classic and for being home to Simpson College.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e0e05081908bd5eaa64abe133d |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb0f863081908e74dc4a7c91e91d |
completed | May 10, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_6a00bb9b2b1881908f9f5c3dd1a2d500 |
completed | May 10, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00bc3a4b888190bd190b9330e2777d |
completed | May 10, 2026, 5:11 p.m. |
Created at: April 10, 2026, 5:23 a.m.