Triple
T4335046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calabarzon |
E97442
|
entity |
| Predicate | hasEconomicZone |
P6793
|
FINISHED |
| Object |
Laguna Technopark
Laguna Technopark is a major industrial and economic zone in Laguna, Philippines, hosting numerous manufacturing and technology companies and serving as a key driver of regional development.
|
E430663
|
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: Laguna Technopark | Statement: [Calabarzon, hasEconomicZone, Laguna Technopark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laguna Technopark Context triple: [Calabarzon, hasEconomicZone, Laguna Technopark]
-
A.
Brigade Tech Park
Brigade Tech Park is a major office and IT business complex located in the Whitefield area of Bangalore, India.
-
B.
Area Science Park
Area Science Park is a major multidisciplinary research and technology hub in Trieste, Italy, hosting laboratories, innovative companies, and advanced scientific infrastructure.
-
C.
Tekhnopark
Tekhnopark is a Moscow Metro station on the Zamoskvoretskaya Line serving the Technopark technology and business district in southern Moscow.
-
D.
IIT Madras Research Park
IIT Madras Research Park is a pioneering innovation hub in Chennai that fosters collaboration between industry and academia, supporting startups, R&D, and technology commercialization.
-
E.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
- 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: Laguna Technopark Triple: [Calabarzon, hasEconomicZone, Laguna Technopark]
Generated description
Laguna Technopark is a major industrial and economic zone in Laguna, Philippines, hosting numerous manufacturing and technology companies and serving as a key driver of regional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laguna Technopark Target entity description: Laguna Technopark is a major industrial and economic zone in Laguna, Philippines, hosting numerous manufacturing and technology companies and serving as a key driver of regional development.
-
A.
Brigade Tech Park
Brigade Tech Park is a major office and IT business complex located in the Whitefield area of Bangalore, India.
-
B.
Area Science Park
Area Science Park is a major multidisciplinary research and technology hub in Trieste, Italy, hosting laboratories, innovative companies, and advanced scientific infrastructure.
-
C.
Tekhnopark
Tekhnopark is a Moscow Metro station on the Zamoskvoretskaya Line serving the Technopark technology and business district in southern Moscow.
-
D.
IIT Madras Research Park
IIT Madras Research Park is a pioneering innovation hub in Chennai that fosters collaboration between industry and academia, supporting startups, R&D, and technology commercialization.
-
E.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
- 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_69b3454662a481908fbcd0bbfaa3a0a4 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35152bfc88190ab5d53ca38f98d8a |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d0a9967481908828ceeb76ce4cbf |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d14748108190a6f5d4aebaa83ed6 |
completed | March 14, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d1b610888190bccace493224c373 |
completed | March 14, 2026, 9:23 p.m. |
Created at: March 12, 2026, 11:14 p.m.