Triple
T2688368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McAllen, Texas |
E57537
|
entity |
| Predicate | transportInfrastructure |
P1777
|
FINISHED |
| Object |
Interstate 2
Interstate 2 is a short east–west U.S. Interstate Highway in far south Texas that connects the Rio Grande Valley cities near the Mexican border and links to major regional routes.
|
E673408
|
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 2 | Statement: [McAllen, Texas, transportInfrastructure, Interstate 2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 2 Context triple: [McAllen, Texas, transportInfrastructure, Interstate 2]
-
A.
Interstate 22
Interstate 22 is a U.S. Interstate Highway connecting the Memphis area with Birmingham, Alabama, as part of a key regional transportation corridor in the Mid-South.
-
B.
Interstate 8
Interstate 8 is a major east–west U.S. Interstate Highway running from San Diego, California, to the Arizona border near Yuma, serving as a key route across the southernmost part of the Southwest.
-
C.
Interstate 82
Interstate 82 is a major U.S. highway in the Pacific Northwest that connects central Washington to northeastern Oregon, facilitating regional travel and commerce.
-
D.
Interstate 185
Interstate 185 is a spur route of Interstate 85 in western Georgia that connects the Columbus area to the main interstate network.
-
E.
Interstate 376
Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh metropolitan area with surrounding regions, including Beaver County and the Pennsylvania Turnpike.
- 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 2 Triple: [McAllen, Texas, transportInfrastructure, Interstate 2]
Generated description
Interstate 2 is a short east–west U.S. Interstate Highway in far south Texas that connects the Rio Grande Valley cities near the Mexican border and links to major regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interstate 2 Target entity description: Interstate 2 is a short east–west U.S. Interstate Highway in far south Texas that connects the Rio Grande Valley cities near the Mexican border and links to major regional routes.
-
A.
Interstate 22
Interstate 22 is a U.S. Interstate Highway connecting the Memphis area with Birmingham, Alabama, as part of a key regional transportation corridor in the Mid-South.
-
B.
Interstate 8
Interstate 8 is a major east–west U.S. Interstate Highway running from San Diego, California, to the Arizona border near Yuma, serving as a key route across the southernmost part of the Southwest.
-
C.
Interstate 82
Interstate 82 is a major U.S. highway in the Pacific Northwest that connects central Washington to northeastern Oregon, facilitating regional travel and commerce.
-
D.
Interstate 185
Interstate 185 is a spur route of Interstate 85 in western Georgia that connects the Columbus area to the main interstate network.
-
E.
Interstate 376
Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh metropolitan area with surrounding regions, including Beaver County and the Pennsylvania Turnpike.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9f1ba3081909a349a2f30f8f9c9 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c85695cc608190aa6ed016bd3f8929 |
completed | March 28, 2026, 10:30 p.m. |
| NEDg | Description generation | batch_69c85765d1f48190b171ff87a15c5b74 |
completed | March 28, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8580963748190b81bd7437259da28 |
completed | March 28, 2026, 10:36 p.m. |
Created at: March 6, 2026, 9:54 p.m.