Triple

T4911670
Position Surface form Disambiguated ID Type / Status
Subject Andromeda VI E110246 entity
Predicate discoveredBy P412 FINISHED
Object George K. T. Hau
George K. T. Hau is an astronomer known for his work on nearby galaxies, including the discovery of the dwarf spheroidal galaxy Andromeda VI.
 E479075 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: George K. T. Hau | Statement: [Andromeda VI, discoveredBy, George K. T. Hau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George K. T. Hau
Context triple: [Andromeda VI, discoveredBy, George K. T. Hau]
  • A. Yu-Chi Ho
    Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
  • B. John C. H. Lee
    John C. H. Lee was a senior U.S. Army general in World War II, best known for overseeing logistics and support operations for American forces in the European theater.
  • C. Stanley Tang
    Stanley Tang is a technology entrepreneur best known as a co-founder of the food delivery platform DoorDash.
  • D. Ben Ngai-Cheung Lee
    Ben Ngai-Cheung Lee is a screenwriter known for his work in film and television, contributing to contemporary scripted storytelling.
  • E. Charles C. Tan
    Charles C. Tan was a notable benefactor and alumnus of the University of California, Berkeley, for whom the university’s chemical engineering building, Tan Hall, is named.
  • 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: George K. T. Hau
Triple: [Andromeda VI, discoveredBy, George K. T. Hau]
Generated description
George K. T. Hau is an astronomer known for his work on nearby galaxies, including the discovery of the dwarf spheroidal galaxy Andromeda VI.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George K. T. Hau
Target entity description: George K. T. Hau is an astronomer known for his work on nearby galaxies, including the discovery of the dwarf spheroidal galaxy Andromeda VI.
  • A. Yu-Chi Ho
    Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
  • B. John C. H. Lee
    John C. H. Lee was a senior U.S. Army general in World War II, best known for overseeing logistics and support operations for American forces in the European theater.
  • C. Stanley Tang
    Stanley Tang is a technology entrepreneur best known as a co-founder of the food delivery platform DoorDash.
  • D. Ben Ngai-Cheung Lee
    Ben Ngai-Cheung Lee is a screenwriter known for his work in film and television, contributing to contemporary scripted storytelling.
  • E. Charles C. Tan
    Charles C. Tan was a notable benefactor and alumnus of the University of California, Berkeley, for whom the university’s chemical engineering building, Tan Hall, is named.
  • 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_69bd44132b94819088522d92beaadc78 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e9c32148190a940a3733ecd1898 completed March 20, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fe7a0f48190b666202a97b32c7d completed March 21, 2026, 10:16 a.m.
NEDg Description generation batch_69be70b15c508190bcd723862b8e9633 completed March 21, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69be7139a288819087598a7da8c6ad42 completed March 21, 2026, 10:21 a.m.
Created at: March 20, 2026, 1:29 p.m.