Triple
T12724531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ifugao languages |
E304068
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Hungduan Ifugao language
Hungduan Ifugao language is an Austronesian language spoken by the Ifugao people in the municipality of Hungduan in the Cordillera region of the northern Philippines.
|
E1000986
|
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: Hungduan Ifugao language | Statement: [Ifugao languages, hasMember, Hungduan Ifugao language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hungduan Ifugao language Context triple: [Ifugao languages, hasMember, Hungduan Ifugao language]
-
A.
Kavalan language
The Kavalan language is an endangered Austronesian language of the indigenous Kavalan people of northeastern Taiwan.
-
B.
Tai Nüa language
The Tai Nüa language is a Southwestern Tai language spoken primarily by the Tai Nüa people in parts of China and Southeast Asia, closely related to other Tai languages such as Thai and Lao.
-
C.
Lingao language
The Lingao language is a Kra–Dai language spoken primarily in Hainan, China, known for its close relation to other Hlai languages and its distinct phonological and lexical features.
-
D.
Longgu language
The Longgu language is an Oceanic language spoken by communities in the Solomon Islands, belonging to the Southeast Solomonic branch of the Austronesian language family.
-
E.
Tai Khamyang language
The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
- 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: Hungduan Ifugao language Triple: [Ifugao languages, hasMember, Hungduan Ifugao language]
Generated description
Hungduan Ifugao language is an Austronesian language spoken by the Ifugao people in the municipality of Hungduan in the Cordillera region of the northern Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hungduan Ifugao language Target entity description: Hungduan Ifugao language is an Austronesian language spoken by the Ifugao people in the municipality of Hungduan in the Cordillera region of the northern Philippines.
-
A.
Kavalan language
The Kavalan language is an endangered Austronesian language of the indigenous Kavalan people of northeastern Taiwan.
-
B.
Tai Nüa language
The Tai Nüa language is a Southwestern Tai language spoken primarily by the Tai Nüa people in parts of China and Southeast Asia, closely related to other Tai languages such as Thai and Lao.
-
C.
Lingao language
The Lingao language is a Kra–Dai language spoken primarily in Hainan, China, known for its close relation to other Hlai languages and its distinct phonological and lexical features.
-
D.
Longgu language
The Longgu language is an Oceanic language spoken by communities in the Solomon Islands, belonging to the Southeast Solomonic branch of the Austronesian language family.
-
E.
Tai Khamyang language
The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
- 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_69d7bdf084148190ab9d513dc0735af4 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d964148f988190a4d0e7b41614fa64 |
completed | April 10, 2026, 8:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c85c6b88190bbdd94a43915a7a4 |
completed | May 2, 2026, 10:36 p.m. |
| NEDg | Description generation | batch_69f67d888d7c8190b9aaeb877984a403 |
completed | May 2, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67e0f48e4819085905564f5540f37 |
completed | May 2, 2026, 10:43 p.m. |
Created at: April 9, 2026, 5:25 p.m.