Triple
T7227201
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Java |
E154809
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Pemalang
Pemalang is a coastal regency and its capital town on the north coast of Central Java, Indonesia, known for agriculture, fisheries, and its position along the Pantura (north coast) route.
|
E650131
|
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: Pemalang | Statement: [Central Java, hasMajorCity, Pemalang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pemalang Context triple: [Central Java, hasMajorCity, Pemalang]
-
A.
Demak
Demak is a historic coastal town in Central Java, Indonesia, known as an early center of Islamic rule and trade in the region.
-
B.
Temanggung
Temanggung is a regency in Central Java, Indonesia, known for its tobacco plantations and mountainous landscape near Mount Sindoro and Mount Sumbing.
-
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.
Tulang Bawang Regency
Tulang Bawang Regency is an administrative regency in the Indonesian province of Lampung, located on the island of Sumatra and known for its agricultural and plantation-based economy.
-
E.
Purworejo
Purworejo is a regency in Central Java, Indonesia, known for its agricultural landscape and proximity to 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: Pemalang Triple: [Central Java, hasMajorCity, Pemalang]
Generated description
Pemalang is a coastal regency and its capital town on the north coast of Central Java, Indonesia, known for agriculture, fisheries, and its position along the Pantura (north coast) route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pemalang Target entity description: Pemalang is a coastal regency and its capital town on the north coast of Central Java, Indonesia, known for agriculture, fisheries, and its position along the Pantura (north coast) route.
-
A.
Demak
Demak is a historic coastal town in Central Java, Indonesia, known as an early center of Islamic rule and trade in the region.
-
B.
Temanggung
Temanggung is a regency in Central Java, Indonesia, known for its tobacco plantations and mountainous landscape near Mount Sindoro and Mount Sumbing.
-
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.
Tulang Bawang Regency
Tulang Bawang Regency is an administrative regency in the Indonesian province of Lampung, located on the island of Sumatra and known for its agricultural and plantation-based economy.
-
E.
Purworejo
Purworejo is a regency in Central Java, Indonesia, known for its agricultural landscape and proximity to 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6e9df72cc81908d1c04e6e310fbb4 |
completed | March 27, 2026, 8:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc17a3788190842a852fb4b96185 |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cccdde308190a02c6892f61025e2 |
completed | March 28, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd7e891c8190a6a82227addac434 |
completed | March 28, 2026, 12:45 p.m. |
Created at: March 27, 2026, 2:54 p.m.