Triple
T16590504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banyumasan Javanese |
E403071
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object | Purwokerto urban area |
E386900
|
NE FINISHED |
How this triple was built (2 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: Purwokerto urban area | Statement: [Banyumasan Javanese, spokenIn, Purwokerto urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Purwokerto urban area Context triple: [Banyumasan Javanese, spokenIn, Purwokerto urban area]
-
A.
Purwokerto
chosen
Purwokerto is a major town in Central Java, Indonesia, known as a regional economic and educational center and a gateway to nearby highland tourist destinations.
-
B.
Tegal Regency
Tegal Regency is an administrative region in Central Java, Indonesia, known for its agricultural economy, coastal areas along the Java Sea, and cultural ties to the city of Tegal.
-
C.
Tegal
Tegal is a coastal city in Central Java, Indonesia, known as a regional transport hub and trading center on the north coast railway line.
-
D.
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.
-
E.
Pekalongan
Pekalongan is an Indonesian coastal city on the island of Java renowned as a major center of batik production and textile arts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e359a012e081909a0604dde3c04bbb |
completed | April 18, 2026, 10:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00759b9e5081909815d2cd00d44490 |
completed | May 10, 2026, 12:10 p.m. |
Created at: April 10, 2026, 5:16 a.m.