Triple

T21714309
Position Surface form Disambiguated ID Type / Status
Subject Mabaka Valley Kalinga E535983 entity
Predicate spokenIn P2266 FINISHED
Object Mabaka Valley
Mabaka Valley is a geographic area in the Kalinga region of the Philippines, known as the homeland of the Mabaka Valley language community.
E1497778 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: Mabaka Valley | Statement: [Mabaka Valley Kalinga, spokenIn, Mabaka Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mabaka Valley
Context triple: [Mabaka Valley Kalinga, spokenIn, Mabaka Valley]
  • A. Uzundere Valley
    Uzundere Valley is a scenic natural valley in the Cappadocia region of Turkey, known for its rock formations, hiking routes, and proximity to the town of Ortahisar.
  • B. Tembi Valley
    Tembi Valley is a scenic gorge in central Greece, known for its steep cliffs, lush vegetation, and historical significance as a key passage between Mount Olympus and Mount Ossa.
  • C. Bulolo Valley
    Bulolo Valley is a region in Papua New Guinea’s Morobe Province known for its mountainous terrain, gold-mining history, and strategic role in World War II campaigns.
  • D. Lluta Valley
    Lluta Valley is an arid coastal valley in northern Chile known for its terraced agriculture and the course of the Lluta River running through it.
  • E. Mzymta River Valley
    Mzymta River Valley is a scenic mountain valley in Russia’s Western Caucasus, known for its river, ski resorts, and role as a key venue area during the 2014 Sochi Winter Olympics.
  • 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: Mabaka Valley
Triple: [Mabaka Valley Kalinga, spokenIn, Mabaka Valley]
Generated description
Mabaka Valley is a geographic area in the Kalinga region of the Philippines, known as the homeland of the Mabaka Valley language community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mabaka Valley
Target entity description: Mabaka Valley is a geographic area in the Kalinga region of the Philippines, known as the homeland of the Mabaka Valley language community.
  • A. Uzundere Valley
    Uzundere Valley is a scenic natural valley in the Cappadocia region of Turkey, known for its rock formations, hiking routes, and proximity to the town of Ortahisar.
  • B. Tembi Valley
    Tembi Valley is a scenic gorge in central Greece, known for its steep cliffs, lush vegetation, and historical significance as a key passage between Mount Olympus and Mount Ossa.
  • C. Bulolo Valley
    Bulolo Valley is a region in Papua New Guinea’s Morobe Province known for its mountainous terrain, gold-mining history, and strategic role in World War II campaigns.
  • D. Lluta Valley
    Lluta Valley is an arid coastal valley in northern Chile known for its terraced agriculture and the course of the Lluta River running through it.
  • E. Mzymta River Valley
    Mzymta River Valley is a scenic mountain valley in Russia’s Western Caucasus, known for its river, ski resorts, and role as a key venue area during the 2014 Sochi Winter Olympics.
  • 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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb5369be88190bafc10863d4d1bd7 completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24b38cc08190b765e50d5135a932 completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a25d1c95c8190a4140c494ac0a8f7 completed May 17, 2026, 8:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0a268dd6c4819081c1bf83513bb8b8 completed May 17, 2026, 8:35 p.m.
Created at: April 16, 2026, 6:47 p.m.