Triple
T2527647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southfield |
E56075
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object |
I-696
I-696 is an east–west interstate highway in the Detroit metropolitan area of Michigan, serving as a key commuter and bypass route through suburbs including Southfield.
|
E274683
|
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: I-696 | Statement: [Southfield, hasMajorRoad, I-696]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: I-696 Context triple: [Southfield, hasMajorRoad, I-696]
-
A.
Interstate 691
Interstate 691 is an auxiliary Interstate Highway in central Connecticut that connects Interstate 91 in Meriden to Interstate 84 near Waterbury, serving as a key east–west commuter route.
-
B.
Interstate 295
Interstate 295 is a beltway highway that loops around Jacksonville, Florida, providing a bypass for through traffic and access to the city's suburbs and key routes.
-
C.
Interstate 635
Interstate 635 is a major beltway and commuter freeway serving the Dallas–Fort Worth metropolitan area in Texas.
-
D.
Interstate 684
Interstate 684 is a north–south auxiliary Interstate Highway in southeastern New York that connects Interstate 84 near Brewster to Interstate 287 and the Hutchinson River Parkway near White Plains, serving as a major commuter route through Westchester County.
-
E.
Interstate 990
Interstate 990 is a short auxiliary Interstate Highway in the Buffalo–Niagara Falls region of western New York, serving as a connector route through the town of Amherst.
- 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: I-696 Triple: [Southfield, hasMajorRoad, I-696]
Generated description
I-696 is an east–west interstate highway in the Detroit metropolitan area of Michigan, serving as a key commuter and bypass route through suburbs including Southfield.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: I-696 Target entity description: I-696 is an east–west interstate highway in the Detroit metropolitan area of Michigan, serving as a key commuter and bypass route through suburbs including Southfield.
-
A.
Interstate 691
Interstate 691 is an auxiliary Interstate Highway in central Connecticut that connects Interstate 91 in Meriden to Interstate 84 near Waterbury, serving as a key east–west commuter route.
-
B.
Interstate 295
Interstate 295 is a beltway highway that loops around Jacksonville, Florida, providing a bypass for through traffic and access to the city's suburbs and key routes.
-
C.
Interstate 635
Interstate 635 is a major beltway and commuter freeway serving the Dallas–Fort Worth metropolitan area in Texas.
-
D.
Interstate 684
Interstate 684 is a north–south auxiliary Interstate Highway in southeastern New York that connects Interstate 84 near Brewster to Interstate 287 and the Hutchinson River Parkway near White Plains, serving as a major commuter route through Westchester County.
-
E.
Interstate 990
Interstate 990 is a short auxiliary Interstate Highway in the Buffalo–Niagara Falls region of western New York, serving as a connector route through the town of Amherst.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd257ea908190a010c0b785853546 |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bb3b55c81909e72ed055887ecca |
completed | March 9, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69af41aa199c8190b4478a93c41ae18a |
completed | March 9, 2026, 9:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af4277601c8190b55d5c5504dcd0ab |
completed | March 9, 2026, 9:58 p.m. |
Created at: March 6, 2026, 9:46 p.m.