Triple
T2710613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waterloo, Iowa |
E59849
|
entity |
| Predicate | servedByHighway |
P385
|
FINISHED |
| Object |
Interstate 380 (via nearby connections)
Interstate 380 is a major north–south freeway in eastern Iowa that connects the Waterloo–Cedar Falls area with Cedar Rapids and Interstate 80.
|
E290420
|
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: Interstate 380 (via nearby connections) | Statement: [Waterloo, Iowa, servedByHighway, Interstate 380 (via nearby connections)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 380 (via nearby connections) Context triple: [Waterloo, Iowa, servedByHighway, Interstate 380 (via nearby connections)]
-
A.
Interstate 84 (via nearby connections in Fishkill area)
Interstate 84 is a major east–west highway in the northeastern United States that connects Pennsylvania, New York, Connecticut, and Massachusetts, serving as a key regional transportation corridor.
-
B.
Interstate 86 (nearby)
Interstate 86 is a major east–west highway in the Southern Tier of New York State that provides regional connectivity between communities such as Endicott and larger urban centers.
-
C.
Interstate 495 (via nearby interchanges)
Interstate 495 is a major outer beltway around the Greater Boston area in Massachusetts, serving as a key regional connector for highways and communities.
-
D.
Interstate 78 (nearby access)
Interstate 78 is a major east–west highway in the northeastern United States that provides regional access through and around Essex County, New Jersey.
-
E.
Interstate 287 (nearby)
Interstate 287 is a major beltway and bypass route around the New York City metropolitan area, connecting key highways in New Jersey and New York.
- 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: Interstate 380 (via nearby connections) Triple: [Waterloo, Iowa, servedByHighway, Interstate 380 (via nearby connections)]
Generated description
Interstate 380 is a major north–south freeway in eastern Iowa that connects the Waterloo–Cedar Falls area with Cedar Rapids and Interstate 80.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interstate 380 (via nearby connections) Target entity description: Interstate 380 is a major north–south freeway in eastern Iowa that connects the Waterloo–Cedar Falls area with Cedar Rapids and Interstate 80.
-
A.
Interstate 84 (via nearby connections in Fishkill area)
Interstate 84 is a major east–west highway in the northeastern United States that connects Pennsylvania, New York, Connecticut, and Massachusetts, serving as a key regional transportation corridor.
-
B.
Interstate 86 (nearby)
Interstate 86 is a major east–west highway in the Southern Tier of New York State that provides regional connectivity between communities such as Endicott and larger urban centers.
-
C.
Interstate 495 (via nearby interchanges)
Interstate 495 is a major outer beltway around the Greater Boston area in Massachusetts, serving as a key regional connector for highways and communities.
-
D.
Interstate 78 (nearby access)
Interstate 78 is a major east–west highway in the northeastern United States that provides regional access through and around Essex County, New Jersey.
-
E.
Interstate 287 (nearby)
Interstate 287 is a major beltway and bypass route around the New York City metropolitan area, connecting key highways in New Jersey and New York.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda7771a4819081904bd6b818b81b |
completed | March 7, 2026, 7:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf820e6c8190bc37219eadd57e86 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb002b86881909401e1bec24b76bf |
completed | March 10, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb0e906f88190b182cbfe81122eed |
completed | March 10, 2026, 5:49 a.m. |
Created at: March 6, 2026, 9:55 p.m.