Triple

T3432474
Position Surface form Disambiguated ID Type / Status
Subject Cash Money Records E72369 entity
Predicate signedArtist P16560 FINISHED
Object Turk
Turk is an American rapper best known as a member of the New Orleans hip hop group the Hot Boys alongside Lil Wayne, Juvenile, and B.G.
 E357295 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: Turk | Statement: [Cash Money Records, signedArtist, Turk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Turk
Context triple: [Cash Money Records, signedArtist, Turk]
  • A. TURKISH
    TURKISH is the radio callsign used by Turkish Airlines, the national flag carrier airline of Turkey.
  • B. Turkish language
    Turkish is a Turkic language primarily spoken in Turkey and Cyprus, known for its vowel harmony, agglutinative grammar, and modern standard form established after Atatürk’s language reforms.
  • C. Turks
    Turks are a Turkic ethnic group primarily associated with Turkey and other regions of the former Ottoman Empire, including parts of the Balkans.
  • D. Balkan Turkish
    Balkan Turkish is a regional variety of the Turkish language spoken by Turkish communities across several Balkan countries, influenced by local languages and cultures.
  • E. Ottoman Turkish
    Ottoman Turkish was the administrative and literary language of the Ottoman Empire, blending Turkish with extensive Arabic and Persian influences and written in a variant of the Arabic script.
  • 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: Turk
Triple: [Cash Money Records, signedArtist, Turk]
Generated description
Turk is an American rapper best known as a member of the New Orleans hip hop group the Hot Boys alongside Lil Wayne, Juvenile, and B.G.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Turk
Target entity description: Turk is an American rapper best known as a member of the New Orleans hip hop group the Hot Boys alongside Lil Wayne, Juvenile, and B.G.
  • A. TURKISH
    TURKISH is the radio callsign used by Turkish Airlines, the national flag carrier airline of Turkey.
  • B. Turkish language
    Turkish is a Turkic language primarily spoken in Turkey and Cyprus, known for its vowel harmony, agglutinative grammar, and modern standard form established after Atatürk’s language reforms.
  • C. Turks
    Turks are a Turkic ethnic group primarily associated with Turkey and other regions of the former Ottoman Empire, including parts of the Balkans.
  • D. Balkan Turkish
    Balkan Turkish is a regional variety of the Turkish language spoken by Turkish communities across several Balkan countries, influenced by local languages and cultures.
  • E. Ottoman Turkish
    Ottoman Turkish was the administrative and literary language of the Ottoman Empire, blending Turkish with extensive Arabic and Persian influences and written in a variant of the Arabic script.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9c077d48190bee40795cab3e422 completed March 8, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3547d3f4c8190bc6811398bd8f080 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b3566a6f3c8190a717deb08209c880 completed March 13, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69b356f8f7648190b10e62990634af79 completed March 13, 2026, 12:14 a.m.
Created at: March 8, 2026, 3:15 p.m.