Triple

T15242629
Position Surface form Disambiguated ID Type / Status
Subject Sam Zell E364295 entity
Predicate founded P104 FINISHED
Object Equity Group Investments
Equity Group Investments is a private investment firm known for its opportunistic, value-oriented investments across real estate and diverse industries.
E1145071 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: Equity Group Investments | Statement: [Sam Zell, founded, Equity Group Investments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Equity Group Investments
Context triple: [Sam Zell, founded, Equity Group Investments]
  • A. Axiata Group
    Axiata Group is a leading telecommunications conglomerate based in Malaysia with operations across multiple Asian markets.
  • B. Sunway Group
    Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
  • C. Temasek Holdings
    Temasek Holdings is a Singaporean state-owned investment company that manages a diversified global portfolio on behalf of the Singapore government.
  • D. Temasek International
    Temasek International is the investment management arm of Singapore’s state-owned investment company Temasek Holdings, responsible for executing its global investment strategies.
  • E. Adani Group
    Adani Group is a major Indian multinational conglomerate with diversified interests in ports, logistics, energy, and infrastructure.
  • 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: Equity Group Investments
Triple: [Sam Zell, founded, Equity Group Investments]
Generated description
Equity Group Investments is a private investment firm known for its opportunistic, value-oriented investments across real estate and diverse industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Equity Group Investments
Target entity description: Equity Group Investments is a private investment firm known for its opportunistic, value-oriented investments across real estate and diverse industries.
  • A. Axiata Group
    Axiata Group is a leading telecommunications conglomerate based in Malaysia with operations across multiple Asian markets.
  • B. Sunway Group
    Sunway Group is a Malaysian conglomerate with diversified interests in property development, construction, education, healthcare, and hospitality.
  • C. Temasek Holdings
    Temasek Holdings is a Singaporean state-owned investment company that manages a diversified global portfolio on behalf of the Singapore government.
  • D. Temasek International
    Temasek International is the investment management arm of Singapore’s state-owned investment company Temasek Holdings, responsible for executing its global investment strategies.
  • E. SUN Group
    SUN Group is a major Indian media and entertainment conglomerate with interests spanning television, radio, film production, and sports franchise ownership.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007dcc33081908545ea1a1d2c19fe completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd41b7c48190917385c6c61370b2 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf49f1c88190857cb1555e98c97e completed May 9, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69fee06a90448190b7733aa5ee8a5d62 completed May 9, 2026, 7:21 a.m.
Created at: April 10, 2026, 3:13 a.m.