Triple

T18600936
Position Surface form Disambiguated ID Type / Status
Subject Startup.com E454616 entity
Predicate follows P134 FINISHED
Object Kaleil Isaza Tuzman
Kaleil Isaza Tuzman is an American entrepreneur and former dot-com executive best known as the co-founder of govWorks and central figure in the documentary film "Startup.com."
E1333505 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: Kaleil Isaza Tuzman | Statement: [Startup.com, follows, Kaleil Isaza Tuzman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kaleil Isaza Tuzman
Context triple: [Startup.com, follows, Kaleil Isaza Tuzman]
  • A. Leon Ichaso
    Leon Ichaso was a Cuban-American film and television director known for his gritty, character-driven works exploring Latino and immigrant experiences in the United States.
  • B. Al Olaya
    Al Olaya is a prominent commercial and business district in Riyadh, Saudi Arabia, known for its modern skyscrapers, upscale shopping, and major corporate offices.
  • C. İsmail Gaspıralı
    İsmail Gaspıralı was a prominent Crimean Tatar intellectual, educator, and reformer of the late 19th and early 20th centuries, known for pioneering modernist and pan-Turkic ideas among Turkic and Muslim communities in the Russian Empire.
  • D. Óscar Jaenada
    Óscar Jaenada is a Spanish actor known for his versatile film and television roles, including appearances in international productions such as the action film "The Losers."
  • E. Ali Kiba
    Ali Kiba is a Tanzanian singer and songwriter known as one of East Africa’s leading Bongo Flava artists.
  • 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: Kaleil Isaza Tuzman
Triple: [Startup.com, follows, Kaleil Isaza Tuzman]
Generated description
Kaleil Isaza Tuzman is an American entrepreneur and former dot-com executive best known as the co-founder of govWorks and central figure in the documentary film "Startup.com."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kaleil Isaza Tuzman
Target entity description: Kaleil Isaza Tuzman is an American entrepreneur and former dot-com executive best known as the co-founder of govWorks and central figure in the documentary film "Startup.com."
  • A. Leon Ichaso
    Leon Ichaso was a Cuban-American film and television director known for his gritty, character-driven works exploring Latino and immigrant experiences in the United States.
  • B. Al Olaya
    Al Olaya is a prominent commercial and business district in Riyadh, Saudi Arabia, known for its modern skyscrapers, upscale shopping, and major corporate offices.
  • C. İsmail Gaspıralı
    İsmail Gaspıralı was a prominent Crimean Tatar intellectual, educator, and reformer of the late 19th and early 20th centuries, known for pioneering modernist and pan-Turkic ideas among Turkic and Muslim communities in the Russian Empire.
  • D. Óscar Jaenada
    Óscar Jaenada is a Spanish actor known for his versatile film and television roles, including appearances in international productions such as the action film "The Losers."
  • E. Ali Kiba
    Ali Kiba is a Tanzanian singer and songwriter known as one of East Africa’s leading Bongo Flava artists.
  • 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_69d8d38ae7e081908a98df1251842402 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5475112608190acacc5ac7a08c4a0 completed April 19, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050381bacc81909f416e8b9910f046 completed May 13, 2026, 11:04 p.m.
NEDg Description generation batch_6a0504ff8c6c8190a211b3f3e30229b4 completed May 13, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_6a0505606bf88190afe635b2517d170b completed May 13, 2026, 11:12 p.m.
Created at: April 10, 2026, 11:45 a.m.