Triple
T31877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham, Alabama |
E635
|
entity |
| Predicate | transportHubFor |
P423
|
FINISHED |
| Object |
Interstate 65
Interstate 65 is a major north–south U.S. highway running through the central United States, connecting the Gulf Coast to the Midwest and serving key cities such as Mobile, Birmingham, Nashville, and Indianapolis.
|
E26295
|
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 65 | Statement: [Birmingham, Alabama, transportHubFor, Interstate 65]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 65 Context triple: [Birmingham, Alabama, transportHubFor, Interstate 65]
-
A.
Interstate 59
Interstate 59 is a major U.S. highway running from Louisiana to Georgia, serving as a key north–south transportation corridor through the Deep South.
-
B.
Interstate 45
Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
-
C.
Interstate 20
Interstate 20 is a major east–west U.S. highway running from Texas to South Carolina, serving as a key transportation corridor across the southern United States.
-
D.
Interstate 35
Interstate 35 is a major north–south U.S. highway running from the Mexican border in Texas through the central United States to Minnesota, serving numerous key cities along its route.
-
E.
Interstate 90
Interstate 90 is the longest Interstate Highway in the United States, running east–west from Seattle, Washington, to Boston, Massachusetts.
- 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 65 Triple: [Birmingham, Alabama, transportHubFor, Interstate 65]
Generated description
Interstate 65 is a major north–south U.S. highway running through the central United States, connecting the Gulf Coast to the Midwest and serving key cities such as Mobile, Birmingham, Nashville, and Indianapolis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interstate 65 Target entity description: Interstate 65 is a major north–south U.S. highway running through the central United States, connecting the Gulf Coast to the Midwest and serving key cities such as Mobile, Birmingham, Nashville, and Indianapolis.
-
A.
Interstate 59
Interstate 59 is a major U.S. highway running from Louisiana to Georgia, serving as a key north–south transportation corridor through the Deep South.
-
B.
Interstate 45
Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
-
C.
Interstate 20
Interstate 20 is a major east–west U.S. highway running from Texas to South Carolina, serving as a key transportation corridor across the southern United States.
-
D.
Interstate 35
Interstate 35 is a major north–south U.S. highway running from the Mexican border in Texas through the central United States to Minnesota, serving numerous key cities along its route.
-
E.
Interstate 90
Interstate 90 is the longest Interstate Highway in the United States, running east–west from Seattle, Washington, to Boston, Massachusetts.
- 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_69a2479dec388190967ba648663442c9 |
completed | Feb. 28, 2026, 1:40 a.m. |
| NER | Named-entity recognition | batch_69a2487838f881908ab8eda6c6ae53e4 |
completed | Feb. 28, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a32bc28a008190a63df84b5ab90679 |
completed | Feb. 28, 2026, 5:54 p.m. |
| NEDg | Description generation | batch_69a32c6747fc81909a51eebe410bffac |
completed | Feb. 28, 2026, 5:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a32cbc7db08190a94e1ac4d35ca257 |
completed | Feb. 28, 2026, 5:58 p.m. |
Created at: Feb. 28, 2026, 1:44 a.m.