Triple

T21570316
Position Surface form Disambiguated ID Type / Status
Subject Playdom E532264 entity
Predicate foundedBy P104 FINISHED
Object Andrew Liu
Andrew Liu is an entrepreneur best known as a co-founder of the social gaming company Playdom, which was acquired by Disney.
 E1502341 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: Andrew Liu | Statement: [Playdom, foundedBy, Andrew Liu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew Liu
Context triple: [Playdom, foundedBy, Andrew Liu]
  • A. Alex Liu
    Alex Liu is an entrepreneur best known as a founder of the social gaming company Playdom.
  • B. Andrew Lin
    Andrew Lin is a Taiwanese-born actor and former visual effects artist known for his roles in Hong Kong and international action films, including The Man with the Iron Fists 2.
  • C. Peter J. Liu
    Peter J. Liu is a machine learning researcher known for his work on large-scale neural language models and contributions to sequence-to-sequence architectures such as T5.
  • D. Andrew Hsia
    Andrew Hsia is a Taiwanese politician and diplomat known for serving in senior cross-strait and foreign affairs roles, including leadership positions in Taiwan’s Mainland policy and its foreign ministry.
  • E. Ernest Liu
    Ernest Liu is an American actor best known for his role as Scott Fuller in the horror film "From Dusk Till Dawn."
  • 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: Andrew Liu
Triple: [Playdom, foundedBy, Andrew Liu]
Generated description
Andrew Liu is an entrepreneur best known as a co-founder of the social gaming company Playdom, which was acquired by Disney.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew Liu
Target entity description: Andrew Liu is an entrepreneur best known as a co-founder of the social gaming company Playdom, which was acquired by Disney.
  • A. Alex Liu
    Alex Liu is an entrepreneur best known as a founder of the social gaming company Playdom.
  • B. Andrew Lin
    Andrew Lin is a Taiwanese-born actor and former visual effects artist known for his roles in Hong Kong and international action films, including The Man with the Iron Fists 2.
  • C. Peter J. Liu
    Peter J. Liu is a machine learning researcher known for his work on large-scale neural language models and contributions to sequence-to-sequence architectures such as T5.
  • D. Andrew Hsia
    Andrew Hsia is a Taiwanese politician and diplomat known for serving in senior cross-strait and foreign affairs roles, including leadership positions in Taiwan’s Mainland policy and its foreign ministry.
  • E. Ernest Liu
    Ernest Liu is an American actor best known for his role as Scott Fuller in the horror film "From Dusk Till Dawn."
  • 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_69e0c460db088190828c64206a450273 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eee9cc5c448190887a836f577d01ba completed April 27, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e5b04948190a62f3ed43ce115f0 completed May 17, 2026, 10:16 p.m.
NEDg Description generation batch_6a0a3f0745b0819084e481b0b3cdf011 completed May 17, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3fbeace48190874b808fd94d9e3c completed May 17, 2026, 10:22 p.m.
Created at: April 16, 2026, 6:30 p.m.