Triple

T2155562
Position Surface form Disambiguated ID Type / Status
Subject Davao Region E47878 entity
Predicate hasCity P316 FINISHED
Object Tagum
Tagum is a rapidly developing city in the southern Philippines known as the capital of Davao del Norte and a commercial and cultural hub in the Davao Region.
 E240757 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: Tagum | Statement: [Davao Region, hasCity, Tagum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tagum
Context triple: [Davao Region, hasCity, Tagum]
  • A. Talokan
    Talokan is a fictional underwater Mesoamerican-inspired kingdom ruled by Namor in the Marvel Cinematic Universe film "Black Panther: Wakanda Forever."
  • B. Aguiguan
    Aguiguan is a small, uninhabited island in the Northern Mariana Islands known for its rugged terrain and seabird colonies.
  • C. Tagbanwa
    Tagbanwa is an indigenous Philippine script historically used by the Tagbanwa people of Palawan for writing their Austronesian language.
  • D. Rangat
    Rangat is a coastal town and administrative hub located on Middle Andaman Island in the Andaman and Nicobar Islands, India.
  • E. Miri
    Miri refers to the Mishing people, an indigenous ethnic group primarily inhabiting parts of Assam and Arunachal Pradesh in northeastern India, known for their distinct Tibeto-Burman language and rich cultural traditions.
  • 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: Tagum
Triple: [Davao Region, hasCity, Tagum]
Generated description
Tagum is a rapidly developing city in the southern Philippines known as the capital of Davao del Norte and a commercial and cultural hub in the Davao Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tagum
Target entity description: Tagum is a rapidly developing city in the southern Philippines known as the capital of Davao del Norte and a commercial and cultural hub in the Davao Region.
  • A. Talokan
    Talokan is a fictional underwater Mesoamerican-inspired kingdom ruled by Namor in the Marvel Cinematic Universe film "Black Panther: Wakanda Forever."
  • B. Aguiguan
    Aguiguan is a small, uninhabited island in the Northern Mariana Islands known for its rugged terrain and seabird colonies.
  • C. Tagbanwa
    Tagbanwa is an indigenous Philippine script historically used by the Tagbanwa people of Palawan for writing their Austronesian language.
  • D. Rangat
    Rangat is a coastal town and administrative hub located on Middle Andaman Island in the Andaman and Nicobar Islands, India.
  • E. Miri
    Miri refers to the Mishing people, an indigenous ethnic group primarily inhabiting parts of Assam and Arunachal Pradesh in northeastern India, known for their distinct Tibeto-Burman language and rich cultural traditions.
  • 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_69a88a1d1fd8819088b34990d69a712f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe669c188190bb4c1c391ca848b0 completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58e53fe481908fa4035ee98bd6ca completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae5a612f7081909fe82c45d07f3311 completed March 9, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69ae5b09402c81908b68e4ad4c06f215 completed March 9, 2026, 5:30 a.m.
Created at: March 4, 2026, 7:44 p.m.