Triple

T17015532
Position Surface form Disambiguated ID Type / Status
Subject Annyong Bluth E412810 entity
Predicate givenName P17 FINISHED
Object Hel-loh
Hel-loh is the Korean given name of the character Annyong Bluth from the television series "Arrested Development."
 E1246727 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: Hel-loh | Statement: [Annyong Bluth, givenName, Hel-loh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hel-loh
Context triple: [Annyong Bluth, givenName, Hel-loh]
  • A. Hello
    "Hello" is a track from The Game’s 2011 hip-hop release *The R.E.D. Album*, featuring his signature West Coast rap style and introspective lyricism.
  • B. Hello
    "Hello" is a song featured in the musical production "The Circus."
  • C. Hello
    "Hello" is a globally successful power ballad by English singer Adele, known for its emotive vocals and themes of nostalgia and regret.
  • D. Hello
    "Hello" is a hit pop song produced by French record producer Sandy Vee.
  • E. Hello
    "Hello" is a song by American rapper Eminem from his 2009 album *Relapse*.
  • 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: Hel-loh
Triple: [Annyong Bluth, givenName, Hel-loh]
Generated description
Hel-loh is the Korean given name of the character Annyong Bluth from the television series "Arrested Development."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hel-loh
Target entity description: Hel-loh is the Korean given name of the character Annyong Bluth from the television series "Arrested Development."
  • A. Hello
    "Hello" is a track from The Game’s 2011 hip-hop release *The R.E.D. Album*, featuring his signature West Coast rap style and introspective lyricism.
  • B. Hello
    "Hello" is a globally successful power ballad by English singer Adele, known for its emotive vocals and themes of nostalgia and regret.
  • C. Hello
    "Hello" is a song featured in the musical production "The Circus."
  • D. Hello
    "Hello" is a hit pop song produced by French record producer Sandy Vee.
  • E. Hello
    "Hello" is a song by American rapper Eminem from his 2009 album *Relapse*.
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d47f198c8190b0473f638101f606 completed April 18, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b4ba2a88190a49d355836ff1dcf completed May 10, 2026, 11:56 p.m.
NEDg Description generation batch_6a011d5d720c8190ba6f7146a8a5f7f4 completed May 11, 2026, 12:05 a.m.
NED2 Entity disambiguation (via description) batch_6a011dd998888190a60d3880fd5c20c2 completed May 11, 2026, 12:07 a.m.
Created at: April 10, 2026, 5:33 a.m.