Triple
T13014961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taubaté |
E322525
|
entity |
| Predicate | hasIndustrialPark |
P13026
|
FINISHED |
| Object |
Taubaté industrial district
Taubaté industrial district is a major manufacturing hub in the city of Taubaté, Brazil, hosting numerous factories and industrial facilities that drive the region’s economic activity.
|
E1015949
|
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: Taubaté industrial district | Statement: [Taubaté, hasIndustrialPark, Taubaté industrial district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taubaté industrial district Context triple: [Taubaté, hasIndustrialPark, Taubaté industrial district]
-
A.
Distrito Industrial de Campinas
Distrito Industrial de Campinas is a major industrial zone in the city of Campinas, São Paulo, Brazil, hosting a concentration of manufacturing and logistics companies that drive the region’s economic activity.
-
B.
Distrito Industrial de Sorocaba
Distrito Industrial de Sorocaba is a major industrial zone in Sorocaba, Brazil, that concentrates manufacturing plants and logistics facilities to support the city’s economic development.
-
C.
Taubaté
Taubaté is a historic industrial and educational city in southeastern Brazil, located in the Paraíba Valley between São Paulo and Rio de Janeiro.
-
D.
Santo André
Santo André is a major industrial and residential city in the São Paulo metropolitan region of Brazil.
-
E.
Santo André
Santo André is a civil parish in the municipality of Santiago do Cacém in Portugal, known for its coastal location and proximity to the Sines industrial and port complex.
- 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: Taubaté industrial district Triple: [Taubaté, hasIndustrialPark, Taubaté industrial district]
Generated description
Taubaté industrial district is a major manufacturing hub in the city of Taubaté, Brazil, hosting numerous factories and industrial facilities that drive the region’s economic activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taubaté industrial district Target entity description: Taubaté industrial district is a major manufacturing hub in the city of Taubaté, Brazil, hosting numerous factories and industrial facilities that drive the region’s economic activity.
-
A.
Distrito Industrial de Campinas
Distrito Industrial de Campinas is a major industrial zone in the city of Campinas, São Paulo, Brazil, hosting a concentration of manufacturing and logistics companies that drive the region’s economic activity.
-
B.
Distrito Industrial de Sorocaba
Distrito Industrial de Sorocaba is a major industrial zone in Sorocaba, Brazil, that concentrates manufacturing plants and logistics facilities to support the city’s economic development.
-
C.
Taubaté
Taubaté is a historic industrial and educational city in southeastern Brazil, located in the Paraíba Valley between São Paulo and Rio de Janeiro.
-
D.
Santo André
Santo André is a major industrial and residential city in the São Paulo metropolitan region of Brazil.
-
E.
Santo André
Santo André is a civil parish in the municipality of Santiago do Cacém in Portugal, known for its coastal location and proximity to the Sines industrial and port complex.
- 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_69d807657e8c8190bd9435ee2f823845 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97ecd04748190ade2530ee5db35fe |
completed | April 10, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c11290e08190a41c162d47094203 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c20a1eb881908a28dc884c2005ef |
completed | May 3, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c34b9ec08190bb29458b6f43c388 |
completed | May 3, 2026, 3:38 a.m. |
Created at: April 9, 2026, 8:50 p.m.