Triple
T13145208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lavongai (New Hanover) |
E312317
|
entity |
| Predicate | hasLocalLanguage |
P4185
|
FINISHED |
| Object |
Tungag language
The Tungag language is an Austronesian language spoken by the indigenous population of Lavongai (New Hanover) Island in Papua New Guinea.
|
E1024259
|
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: Tungag language | Statement: [Lavongai (New Hanover), hasLocalLanguage, Tungag language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tungag language Context triple: [Lavongai (New Hanover), hasLocalLanguage, Tungag language]
-
A.
Balangao language
The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
-
B.
Tarangan language
The Tarangan language is an Austronesian language spoken in the Aru Islands of eastern Indonesia, known for its distinct dialects and role in the region’s local communication.
-
C.
Kacipo-Bale language
The Kacipo-Bale language is a Surmic language spoken by the Kacipo and Bale peoples of southwestern Ethiopia and neighboring regions of South Sudan.
-
D.
Hanunoo language
The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
-
E.
Buhid language
The Buhid language is an Austronesian language spoken by the Buhid Mangyan people of Mindoro in the Philippines, known for its indigenous Buhid script.
- 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: Tungag language Triple: [Lavongai (New Hanover), hasLocalLanguage, Tungag language]
Generated description
The Tungag language is an Austronesian language spoken by the indigenous population of Lavongai (New Hanover) Island in Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tungag language Target entity description: The Tungag language is an Austronesian language spoken by the indigenous population of Lavongai (New Hanover) Island in Papua New Guinea.
-
A.
Balangao language
The Balangao language is an Austronesian language spoken by the Balangao people in the Mountain Province of the northern Philippines.
-
B.
Tarangan language
The Tarangan language is an Austronesian language spoken in the Aru Islands of eastern Indonesia, known for its distinct dialects and role in the region’s local communication.
-
C.
Kacipo-Bale language
The Kacipo-Bale language is a Surmic language spoken by the Kacipo and Bale peoples of southwestern Ethiopia and neighboring regions of South Sudan.
-
D.
Hanunoo language
The Hanunoo language is an Austronesian language spoken by the Hanunoo Mangyan people of Mindoro in the Philippines, notable for its indigenous syllabic script and rich oral poetic tradition.
-
E.
Buhid language
The Buhid language is an Austronesian language spoken by the Buhid Mangyan people of Mindoro in the Philippines, known for its indigenous Buhid script.
- 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_69d806aabde48190899e13e41659cae5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98bcf6d0c819081d078f33e4bdedc |
completed | April 10, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eae675508190991ce5902768c45a |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6ebb1cd208190970ad8c21e852d93 |
completed | May 3, 2026, 6:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ec48035881909342b57c061a22a9 |
completed | May 3, 2026, 6:33 a.m. |
Created at: April 9, 2026, 9:10 p.m.