Triple
T12408939
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iowa Highway 13 |
E296462
|
entity |
| Predicate | connectsCommunity |
P12608
|
FINISHED |
| Object |
Manchester, Iowa
Manchester, Iowa is a small city in northeastern Iowa that serves as the county seat of Delaware County and a local hub for commerce and outdoor recreation.
|
E980834
|
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: Manchester, Iowa | Statement: [Iowa Highway 13, connectsCommunity, Manchester, Iowa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manchester, Iowa Context triple: [Iowa Highway 13, connectsCommunity, Manchester, Iowa]
-
A.
Manilla, Iowa
Manilla, Iowa is a small rural city located in western Iowa within Crawford County.
-
B.
Manson, Iowa
Manson, Iowa is a small city in Calhoun County known for its agricultural surroundings and location in north-central Iowa.
-
C.
Hartford, Iowa
Hartford, Iowa is a small city in south-central Iowa that forms part of the Des Moines metropolitan area.
-
D.
Bloomfield, Iowa
Bloomfield, Iowa is a small city in Davis County known for its historic town square and role as a local agricultural and commercial center in southeastern Iowa.
-
E.
Melbourne, Iowa
Melbourne, Iowa is a small rural city located in central Iowa, known for its close-knit community and agricultural surroundings.
- 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: Manchester, Iowa Triple: [Iowa Highway 13, connectsCommunity, Manchester, Iowa]
Generated description
Manchester, Iowa is a small city in northeastern Iowa that serves as the county seat of Delaware County and a local hub for commerce and outdoor recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manchester, Iowa Target entity description: Manchester, Iowa is a small city in northeastern Iowa that serves as the county seat of Delaware County and a local hub for commerce and outdoor recreation.
-
A.
Manilla, Iowa
Manilla, Iowa is a small rural city located in western Iowa within Crawford County.
-
B.
Manson, Iowa
Manson, Iowa is a small city in Calhoun County known for its agricultural surroundings and location in north-central Iowa.
-
C.
Hartford, Iowa
Hartford, Iowa is a small city in south-central Iowa that forms part of the Des Moines metropolitan area.
-
D.
Bloomfield, Iowa
Bloomfield, Iowa is a small city in Davis County known for its historic town square and role as a local agricultural and commercial center in southeastern Iowa.
-
E.
Melbourne, Iowa
Melbourne, Iowa is a small rural city located in central Iowa, known for its close-knit community and agricultural surroundings.
- 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_69d6ad9f464c81909db36d7e96e34b9e |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d4b86c88190afba0de15b34eee9 |
completed | April 10, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63488cac08190a81b2151c827932e |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f635997b088190b6207fcac5594eb2 |
completed | May 2, 2026, 5:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f636d727a08190882eec3fd664b64d |
completed | May 2, 2026, 5:39 p.m. |
Created at: April 8, 2026, 9:55 p.m.