Triple
T21469253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marginal Tietê expressway |
E529680
|
entity |
| Predicate | isMajorAccessTo |
P26211
|
FINISHED |
| Object |
Guarulhos region
The Guarulhos region is a major urban and industrial area in Greater São Paulo, Brazil, known for hosting São Paulo/Guarulhos International Airport and serving as a key logistics and economic hub.
|
E1486341
|
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: Guarulhos region | Statement: [Marginal Tietê expressway, isMajorAccessTo, Guarulhos region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guarulhos region Context triple: [Marginal Tietê expressway, isMajorAccessTo, Guarulhos region]
-
A.
Bragança Paulista region
The Bragança Paulista region is an area in the state of São Paulo, Brazil, centered around the city of Bragança Paulista and known for its growing urban development, services, and regional commerce.
-
B.
Paranapiacaba region
The Paranapiacaba region is a historic mountainous area in the Brazilian state of São Paulo, known for its Atlantic Forest landscapes, railway heritage, and frequent misty climate.
-
C.
Southeast Zone of São Paulo
The Southeast Zone of São Paulo is a major administrative and residential region of the city that includes historic and densely populated districts such as Ipiranga.
-
D.
Mesoregion of Campinas
The Mesoregion of Campinas is an administrative and geographic region in the state of São Paulo, Brazil, centered around the city of Campinas and encompassing several surrounding municipalities.
-
E.
Central region of São Paulo
The Central region of São Paulo is the historic urban core of São Paulo city, encompassing dense commercial districts and traditional neighborhoods such as Bela Vista.
- 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: Guarulhos region Triple: [Marginal Tietê expressway, isMajorAccessTo, Guarulhos region]
Generated description
The Guarulhos region is a major urban and industrial area in Greater São Paulo, Brazil, known for hosting São Paulo/Guarulhos International Airport and serving as a key logistics and economic hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guarulhos region Target entity description: The Guarulhos region is a major urban and industrial area in Greater São Paulo, Brazil, known for hosting São Paulo/Guarulhos International Airport and serving as a key logistics and economic hub.
-
A.
Bragança Paulista region
The Bragança Paulista region is an area in the state of São Paulo, Brazil, centered around the city of Bragança Paulista and known for its growing urban development, services, and regional commerce.
-
B.
Paranapiacaba region
The Paranapiacaba region is a historic mountainous area in the Brazilian state of São Paulo, known for its Atlantic Forest landscapes, railway heritage, and frequent misty climate.
-
C.
Southeast Zone of São Paulo
The Southeast Zone of São Paulo is a major administrative and residential region of the city that includes historic and densely populated districts such as Ipiranga.
-
D.
Mesoregion of Campinas
The Mesoregion of Campinas is an administrative and geographic region in the state of São Paulo, Brazil, centered around the city of Campinas and encompassing several surrounding municipalities.
-
E.
Central region of São Paulo
The Central region of São Paulo is the historic urban core of São Paulo city, encompassing dense commercial districts and traditional neighborhoods such as Bela Vista.
- 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_69e0c459acb481909bb6ee452a0045c7 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9f58f6c8190a3d2fc8f820a9925 |
completed | April 23, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09cff53c5c8190824b561ed79da378 |
completed | May 17, 2026, 2:25 p.m. |
| NEDg | Description generation | batch_6a09d08ffa3c8190b5ab7e4cbf78719f |
completed | May 17, 2026, 2:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09d18c77e481908a353d443d79b7ca |
completed | May 17, 2026, 2:32 p.m. |
Created at: April 16, 2026, 6:16 p.m.