Triple

T3042015
Position Surface form Disambiguated ID Type / Status
Subject Iraqi Turkmen E83151 entity
Predicate majorCity P316 FINISHED
Object Tuz Khurmatu
Tuz Khurmatu is a multiethnic town in northern Iraq notable for its significant Iraqi Turkmen population and strategic location in the disputed territories between Baghdad and the Kurdistan Region.
E320021 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: Tuz Khurmatu | Statement: [Iraqi Turkmen, majorCity, Tuz Khurmatu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tuz Khurmatu
Context triple: [Iraqi Turkmen, majorCity, Tuz Khurmatu]
  • A. Kel Adagh
    Kel Adagh is a Tuareg confederation traditionally inhabiting the mountainous Adrar des Ifoghas region of northeastern Mali and parts of the central Sahara.
  • B. Chelkash
    "Chelkash" is a short story by Russian writer Maksim Gorky that portrays a cynical dockside thief and explores themes of freedom, poverty, and moral ambiguity in late 19th-century Russia.
  • C. Oratam
    Oratam was a Lenape sachem (chief) known for leading Native American resistance against Dutch colonial forces in 17th-century New Netherland.
  • D. Kongur Tagh
    Kongur Tagh is a massive, glaciated peak in western China that ranks among the highest mountains in the world and dominates the eastern edge of the Pamir region.
  • E. Khora
    Khora is one of the now nearly extinct indigenous languages once spoken by the Great Andamanese people of the Andaman Islands in India.
  • 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: Tuz Khurmatu
Triple: [Iraqi Turkmen, majorCity, Tuz Khurmatu]
Generated description
Tuz Khurmatu is a multiethnic town in northern Iraq notable for its significant Iraqi Turkmen population and strategic location in the disputed territories between Baghdad and the Kurdistan Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tuz Khurmatu
Target entity description: Tuz Khurmatu is a multiethnic town in northern Iraq notable for its significant Iraqi Turkmen population and strategic location in the disputed territories between Baghdad and the Kurdistan Region.
  • A. Kel Adagh
    Kel Adagh is a Tuareg confederation traditionally inhabiting the mountainous Adrar des Ifoghas region of northeastern Mali and parts of the central Sahara.
  • B. Chelkash
    "Chelkash" is a short story by Russian writer Maksim Gorky that portrays a cynical dockside thief and explores themes of freedom, poverty, and moral ambiguity in late 19th-century Russia.
  • C. Oratam
    Oratam was a Lenape sachem (chief) known for leading Native American resistance against Dutch colonial forces in 17th-century New Netherland.
  • D. Kongur Tagh
    Kongur Tagh is a massive, glaciated peak in western China that ranks among the highest mountains in the world and dominates the eastern edge of the Pamir region.
  • E. Khora
    Khora is one of the now nearly extinct indigenous languages once spoken by the Great Andamanese people of the Andaman Islands in India.
  • 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_69ad8b2298908190a7cb4e9bdbf064d0 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9b5b92088190971bed04e65c5917 completed March 8, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ded01a1481908be7d44c2bf4e638 completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df626de08190891d9a5e197d5b20 completed March 11, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69b1dff55d5881909b14239a4232e617 completed March 11, 2026, 9:34 p.m.
Created at: March 8, 2026, 3:01 p.m.