Triple
T3754885
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sambal language |
E82021
|
entity |
| Predicate | subgroup |
P10
|
FINISHED |
| Object |
Central Luzon languages
The Central Luzon languages are a group of closely related Austronesian languages spoken in the Central Luzon region of the Philippines, including major languages such as Kapampangan and Sambal.
|
E385607
|
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: Central Luzon languages | Statement: [Sambal language, subgroup, Central Luzon languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Luzon languages Context triple: [Sambal language, subgroup, Central Luzon languages]
-
A.
Southern Luzon languages
The Southern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the southern part of Luzon island in the Philippines, characterized by shared phonological and grammatical features distinct from other Philippine language groups.
-
B.
Greater Central Philippine languages
Greater Central Philippine languages are a major subgroup of the Austronesian language family that includes many of the most widely spoken languages in the central and southern Philippines, such as Tagalog, Bikol, and the Visayan languages.
-
C.
Southern Tagalog region
The Southern Tagalog region is a major area in the Philippines historically encompassing several provinces south of Manila, known for its Tagalog-speaking population, agricultural productivity, and growing urban and industrial centers.
-
D.
Central Luzon
Central Luzon is a major administrative region in the Philippines located on Luzon island, known as the country’s “rice granary” for its extensive agricultural production and strategic economic role.
-
E.
Southern Luzon
Southern Luzon is a major geographical region in the southern part of Luzon Island in the Philippines, encompassing several provinces and serving as home to diverse ethnolinguistic groups and economic centers.
- 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: Central Luzon languages Triple: [Sambal language, subgroup, Central Luzon languages]
Generated description
The Central Luzon languages are a group of closely related Austronesian languages spoken in the Central Luzon region of the Philippines, including major languages such as Kapampangan and Sambal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Luzon languages Target entity description: The Central Luzon languages are a group of closely related Austronesian languages spoken in the Central Luzon region of the Philippines, including major languages such as Kapampangan and Sambal.
-
A.
Southern Luzon languages
The Southern Luzon languages are a subgroup of Philippine Austronesian languages spoken primarily in the southern part of Luzon island in the Philippines, characterized by shared phonological and grammatical features distinct from other Philippine language groups.
-
B.
Greater Central Philippine languages
Greater Central Philippine languages are a major subgroup of the Austronesian language family that includes many of the most widely spoken languages in the central and southern Philippines, such as Tagalog, Bikol, and the Visayan languages.
-
C.
Southern Tagalog region
The Southern Tagalog region is a major area in the Philippines historically encompassing several provinces south of Manila, known for its Tagalog-speaking population, agricultural productivity, and growing urban and industrial centers.
-
D.
Central Luzon
Central Luzon is a major administrative region in the Philippines located on Luzon island, known as the country’s “rice granary” for its extensive agricultural production and strategic economic role.
-
E.
Southern Luzon
Southern Luzon is a major geographical region in the southern part of Luzon Island in the Philippines, encompassing several provinces and serving as home to diverse ethnolinguistic groups and economic centers.
- 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_69ad8b1db40081908b61ffa6b78afd4d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb94ffc08190a7fd1ce71a15f787 |
completed | March 8, 2026, 7:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e50825588190b620950ac1d4f408 |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e5cd3b3c8190af6ca28a6772625c |
completed | March 14, 2026, 4:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e671e02c819094cae2a3a2abb1b4 |
completed | March 14, 2026, 4:39 a.m. |
Created at: March 8, 2026, 3:35 p.m.