Triple
T8629581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walkerton, Indiana |
E204365
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Indiana State Road 23
Indiana State Road 23 is a north–south state highway in northern Indiana that connects several small towns and rural areas, including Walkerton.
|
E765932
|
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: Indiana State Road 23 | Statement: [Walkerton, Indiana, hasTransportation, Indiana State Road 23]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Indiana State Road 23 Context triple: [Walkerton, Indiana, hasTransportation, Indiana State Road 23]
-
A.
Indiana State Road 32
Indiana State Road 32 is an east–west state highway in Indiana that runs across the central part of the state, connecting multiple communities and counties.
-
B.
Indiana State Road 2
Indiana State Road 2 is a state highway in northern Indiana that connects several communities and serves as an important regional route between the Illinois state line and the South Bend area.
-
C.
Indiana State Road 39
Indiana State Road 39 is a north–south state highway in Indiana that connects several central and northern communities, serving as a regional route for local and through traffic.
-
D.
Indiana State Road 38
Indiana State Road 38 is an east–west state highway in Indiana that connects several central and eastern Indiana communities, including the city of Richmond.
-
E.
Indiana State Road 37
Indiana State Road 37 is a major north–south highway in Indiana that connects several key cities and regions, serving as an important transportation corridor in the state.
- 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: Indiana State Road 23 Triple: [Walkerton, Indiana, hasTransportation, Indiana State Road 23]
Generated description
Indiana State Road 23 is a north–south state highway in northern Indiana that connects several small towns and rural areas, including Walkerton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Indiana State Road 23 Target entity description: Indiana State Road 23 is a north–south state highway in northern Indiana that connects several small towns and rural areas, including Walkerton.
-
A.
Indiana State Road 32
Indiana State Road 32 is an east–west state highway in Indiana that runs across the central part of the state, connecting multiple communities and counties.
-
B.
Indiana State Road 2
Indiana State Road 2 is a state highway in northern Indiana that connects several communities and serves as an important regional route between the Illinois state line and the South Bend area.
-
C.
Indiana State Road 39
Indiana State Road 39 is a north–south state highway in Indiana that connects several central and northern communities, serving as a regional route for local and through traffic.
-
D.
Indiana State Road 38
Indiana State Road 38 is an east–west state highway in Indiana that connects several central and eastern Indiana communities, including the city of Richmond.
-
E.
Indiana State Road 37
Indiana State Road 37 is a major north–south highway in Indiana that connects several key cities and regions, serving as an important transportation corridor in the state.
- 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_69ca834a4ea0819094970dceb9e389f3 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc47406efc8190b559c68764b7455d |
completed | March 31, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfb9f4e2d881908fb539e842c20e8d |
completed | April 3, 2026, 1 p.m. |
| NEDg | Description generation | batch_69cfba99abd88190bd3ec4ea1400f23d |
completed | April 3, 2026, 1:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfbb86d43c81909090169dfb2f31fb |
completed | April 3, 2026, 1:07 p.m. |
Created at: March 30, 2026, 6:27 p.m.