Triple
T4418351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Torrance Transit |
E95033
|
entity |
| Predicate | connectsWith |
P37
|
FINISHED |
| Object |
GTrans
GTrans is a public bus transit system serving the city of Gardena and surrounding areas in Los Angeles County, California.
|
E437085
|
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: GTrans | Statement: [Torrance Transit, connectsWith, GTrans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GTrans Context triple: [Torrance Transit, connectsWith, GTrans]
-
A.
Google Translate
Google Translate is a multilingual neural machine translation service by Google that instantly converts text, speech, images, and web pages between numerous languages.
-
B.
Yandex Translate
Yandex Translate is an online machine translation service by Yandex that supports multiple languages for text, website, and document translation.
-
C.
Papago
Papago is an older name for the Tohono O'odham, a Native American people indigenous to the Sonoran Desert region of the southwestern United States and northern Mexico.
-
D.
VTrans
VTrans is the state government agency responsible for planning, building, and maintaining Vermont’s transportation infrastructure, including highways, bridges, public transit, rail, and aviation.
-
E.
Translate extension
Translate extension is a MediaWiki add-on that provides tools for managing and performing multilingual content translation within wikis.
- 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: GTrans Triple: [Torrance Transit, connectsWith, GTrans]
Generated description
GTrans is a public bus transit system serving the city of Gardena and surrounding areas in Los Angeles County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GTrans Target entity description: GTrans is a public bus transit system serving the city of Gardena and surrounding areas in Los Angeles County, California.
-
A.
Google Translate
Google Translate is a multilingual neural machine translation service by Google that instantly converts text, speech, images, and web pages between numerous languages.
-
B.
Yandex Translate
Yandex Translate is an online machine translation service by Yandex that supports multiple languages for text, website, and document translation.
-
C.
Papago
Papago is an older name for the Tohono O'odham, a Native American people indigenous to the Sonoran Desert region of the southwestern United States and northern Mexico.
-
D.
VTrans
VTrans is the state government agency responsible for planning, building, and maintaining Vermont’s transportation infrastructure, including highways, bridges, public transit, rail, and aviation.
-
E.
Translate extension
Translate extension is a MediaWiki add-on that provides tools for managing and performing multilingual content translation within wikis.
- 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_69b3453a36908190b95a79a297ca083c |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3551e7c6c819090fa5dfb5ac58e4c |
completed | March 13, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f61fa6d88190b98810b542835817 |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f68a994c8190a5b524a4db16b097 |
completed | March 15, 2026, midnight |
| NED2 | Entity disambiguation (via description) | batch_69b5f6ece3b08190b880743e9fe4dbad |
completed | March 15, 2026, 12:01 a.m. |
Created at: March 12, 2026, 11:29 p.m.