Triple

T23353405
Position Surface form Disambiguated ID Type / Status
Subject Enron executive team E592978 entity
Predicate member P10 FINISHED
Object Lou Pai
Lou Pai is a former Enron executive best known for leading its energy trading and Enron Energy Services divisions and for cashing out substantial stock holdings before the company’s collapse.
E1584579 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: Lou Pai | Statement: [Enron executive team, member, Lou Pai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lou Pai
Context triple: [Enron executive team, member, Lou Pai]
  • A. Louis Wu
    Louis Wu is a central human protagonist in Larry Niven’s Known Space science fiction series, best known for his role in the novel "Ringworld."
  • B. Hau Lee
    Hau Lee is a prominent operations and supply chain management scholar known for his influential research on global supply networks and his long-standing professorship at Stanford Graduate School of Business.
  • C. Willie Chan
    Willie Chan was a prominent Hong Kong film producer and talent manager best known for his long-time collaboration with Jackie Chan and his influential role in the Hong Kong action cinema industry.
  • D. Paul Chun
    Paul Chun is a veteran Hong Kong actor known for his prolific film and television career, often portraying authoritative or paternal figures.
  • E. Cliff Chiang
    Cliff Chiang is an American comic book artist best known for co-creating and illustrating the sci-fi comic series "Paper Girls" and his acclaimed work at DC Comics, including runs on "Wonder Woman."
  • 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: Lou Pai
Triple: [Enron executive team, member, Lou Pai]
Generated description
Lou Pai is a former Enron executive best known for leading its energy trading and Enron Energy Services divisions and for cashing out substantial stock holdings before the company’s collapse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lou Pai
Target entity description: Lou Pai is a former Enron executive best known for leading its energy trading and Enron Energy Services divisions and for cashing out substantial stock holdings before the company’s collapse.
  • A. Louis Wu
    Louis Wu is a central human protagonist in Larry Niven’s Known Space science fiction series, best known for his role in the novel "Ringworld."
  • B. Hau Lee
    Hau Lee is a prominent operations and supply chain management scholar known for his influential research on global supply networks and his long-standing professorship at Stanford Graduate School of Business.
  • C. Willie Chan
    Willie Chan was a prominent Hong Kong film producer and talent manager best known for his long-time collaboration with Jackie Chan and his influential role in the Hong Kong action cinema industry.
  • D. Paul Chun
    Paul Chun is a veteran Hong Kong actor known for his prolific film and television career, often portraying authoritative or paternal figures.
  • E. Cliff Chiang
    Cliff Chiang is an American comic book artist best known for co-creating and illustrating the sci-fi comic series "Paper Girls" and his acclaimed work at DC Comics, including runs on "Wonder Woman."
  • 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_69e25d24d2a4819092e6ede74c2a918d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19a15d0a48190862179254c09c6d1 completed April 29, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dcdfe988190aed1c51e79d98457 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c60a7dc008190b6a36a3134c979e5 completed May 19, 2026, 1:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0c61fd45c8819098c1f4ef318bdd4d completed May 19, 2026, 1:13 p.m.
Created at: April 17, 2026, 5:20 p.m.