Triple
T22017363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa Highway 4 |
E543746
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Emmetsburg
Emmetsburg is a small city in northwestern Iowa that serves as the county seat of Palo Alto County and a local hub for the surrounding rural area.
|
E1514671
|
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: Emmetsburg | Statement: [Iowa Highway 4, passesThrough, Emmetsburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emmetsburg Context triple: [Iowa Highway 4, passesThrough, Emmetsburg]
-
A.
Saugatuck
Saugatuck is a small lakeside city in western Michigan known for its art galleries, beaches, and tourist-friendly waterfront.
-
B.
Decorah
Decorah is a small city in northeastern Iowa known for its scenic bluffs, Norwegian-American heritage, and as the home of Luther College.
-
C.
Orono
Orono is a small rural village in Ontario, Canada, known for its historic downtown, agricultural surroundings, and community events.
-
D.
Orono
Orono is a suburban city in Minnesota known for its affluent residential communities and scenic location along the north shore of Lake Minnetonka.
-
E.
Port Clinton
Port Clinton is a small borough in Schuylkill County, Pennsylvania, known historically as a canal and railroad junction in the Schuylkill Valley.
- 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: Emmetsburg Triple: [Iowa Highway 4, passesThrough, Emmetsburg]
Generated description
Emmetsburg is a small city in northwestern Iowa that serves as the county seat of Palo Alto County and a local hub for the surrounding rural area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emmetsburg Target entity description: Emmetsburg is a small city in northwestern Iowa that serves as the county seat of Palo Alto County and a local hub for the surrounding rural area.
-
A.
Saugatuck
Saugatuck is a small lakeside city in western Michigan known for its art galleries, beaches, and tourist-friendly waterfront.
-
B.
Decorah
Decorah is a small city in northeastern Iowa known for its scenic bluffs, Norwegian-American heritage, and as the home of Luther College.
-
C.
Orono
Orono is a small rural village in Ontario, Canada, known for its historic downtown, agricultural surroundings, and community events.
-
D.
Orono
Orono is a suburban city in Minnesota known for its affluent residential communities and scenic location along the north shore of Lake Minnetonka.
-
E.
Port Clinton
Port Clinton is a small borough in Schuylkill County, Pennsylvania, known historically as a canal and railroad junction in the Schuylkill Valley.
- 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_69e11e2e8ea4819084210fe06d3a1b8d |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127c4e0088190a5241d1b87d746da |
completed | April 28, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a7381c4b8819086514b9422cd6a0c |
completed | May 18, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_6a0a74e81da881908c73d864258dcdd5 |
completed | May 18, 2026, 2:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a75cbb2408190b058713432b048a2 |
completed | May 18, 2026, 2:13 a.m. |
Created at: April 16, 2026, 8:23 p.m.