Triple
T5275294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boyolali |
E119358
|
entity |
| Predicate | hasBorderWith |
P224
|
FINISHED |
| Object |
Semarang Regency
Semarang Regency is an administrative region in Central Java, Indonesia, surrounding but administratively separate from the city of Semarang and known for its mix of highland and lowland agricultural areas.
|
E510803
|
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: Semarang Regency | Statement: [Boyolali, hasBorderWith, Semarang Regency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Semarang Regency Context triple: [Boyolali, hasBorderWith, Semarang Regency]
-
A.
Klaten Regency
Klaten Regency is an administrative region in Central Java, Indonesia, known for encompassing part of the historic Prambanan Temple complex and its surrounding cultural and agricultural landscapes.
-
B.
Pringsewu Regency
Pringsewu Regency is an administrative region in the Indonesian province of Lampung on the island of Sumatra, known for its agricultural activities and growing urban centers.
-
C.
Pekalongan
Pekalongan is an Indonesian coastal city on the island of Java renowned as a major center of batik production and textile arts.
-
D.
Madiun Regency
Madiun Regency is an administrative region in East Java, Indonesia, known for its agricultural economy, historical significance, and role as a regional hub in the western part of the province.
-
E.
Pacitan Regency
Pacitan Regency is a coastal regency in East Java, Indonesia, known for its beaches, caves, and hilly karst landscapes along the southern coast of Java.
- 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: Semarang Regency Triple: [Boyolali, hasBorderWith, Semarang Regency]
Generated description
Semarang Regency is an administrative region in Central Java, Indonesia, surrounding but administratively separate from the city of Semarang and known for its mix of highland and lowland agricultural areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Semarang Regency Target entity description: Semarang Regency is an administrative region in Central Java, Indonesia, surrounding but administratively separate from the city of Semarang and known for its mix of highland and lowland agricultural areas.
-
A.
Klaten Regency
Klaten Regency is an administrative region in Central Java, Indonesia, known for encompassing part of the historic Prambanan Temple complex and its surrounding cultural and agricultural landscapes.
-
B.
Pringsewu Regency
Pringsewu Regency is an administrative region in the Indonesian province of Lampung on the island of Sumatra, known for its agricultural activities and growing urban centers.
-
C.
Pekalongan
Pekalongan is an Indonesian coastal city on the island of Java renowned as a major center of batik production and textile arts.
-
D.
Madiun Regency
Madiun Regency is an administrative region in East Java, Indonesia, known for its agricultural economy, historical significance, and role as a regional hub in the western part of the province.
-
E.
Pacitan Regency
Pacitan Regency is a coastal regency in East Java, Indonesia, known for its beaches, caves, and hilly karst landscapes along the southern coast of Java.
- 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_69bd446c38e081908cdaf113bdf86790 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7c23bed88190b406dee21957d823 |
completed | March 20, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10d4cd44819085193f0f76eb597a |
completed | March 21, 2026, 9:42 p.m. |
| NEDg | Description generation | batch_69bf1186f1988190893e8d1af8623f6d |
completed | March 21, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1226ddd08190a39799fd0db58694 |
completed | March 21, 2026, 9:48 p.m. |
Created at: March 20, 2026, 1:51 p.m.