Triple

T15835730
Position Surface form Disambiguated ID Type / Status
Subject Steven Rattner E383978 entity
Predicate employer P7 FINISHED
Object Quadrangle Group
Quadrangle Group is a private investment firm best known for its media and communications-focused private equity and asset management activities.
E1180489 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: Quadrangle Group | Statement: [Steven Rattner, employer, Quadrangle Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quadrangle Group
Context triple: [Steven Rattner, employer, Quadrangle Group]
  • A. West Group
    West Group was a major American legal publishing company best known for producing comprehensive case law reporters and legal research materials used by lawyers and courts.
  • B. Seven Group Holdings
    Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
  • C. Santa Fe Group
    The Santa Fe Group is a thick sequence of Neogene sedimentary deposits in the Rio Grande rift of New Mexico, important for understanding the region’s geologic history and groundwater resources.
  • D. SUN Group
    SUN Group is a major Indian media and entertainment conglomerate with interests spanning television, radio, film production, and sports franchise ownership.
  • E. Keystone Group
    Keystone Group is a real estate development and investment firm known for leading large-scale urban mixed-use projects such as the Eleven Park district in Indianapolis.
  • 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: Quadrangle Group
Triple: [Steven Rattner, employer, Quadrangle Group]
Generated description
Quadrangle Group is a private investment firm best known for its media and communications-focused private equity and asset management activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quadrangle Group
Target entity description: Quadrangle Group is a private investment firm best known for its media and communications-focused private equity and asset management activities.
  • A. West Group
    West Group was a major American legal publishing company best known for producing comprehensive case law reporters and legal research materials used by lawyers and courts.
  • B. Seven Group Holdings
    Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
  • C. Santa Fe Group
    The Santa Fe Group is a thick sequence of Neogene sedimentary deposits in the Rio Grande rift of New Mexico, important for understanding the region’s geologic history and groundwater resources.
  • D. SUN Group
    SUN Group is a major Indian media and entertainment conglomerate with interests spanning television, radio, film production, and sports franchise ownership.
  • E. Keystone Group
    Keystone Group is a real estate development and investment firm known for leading large-scale urban mixed-use projects such as the Eleven Park district in Indianapolis.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e0e1cc8190851b30b03cf9c9b8 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa137be2c81909c8f04b5cc1a5b21 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa527af048190b1f87d85e50bf254 completed May 9, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5df00e481909e203e78940395ed completed May 9, 2026, 9:23 p.m.
Created at: April 10, 2026, 4:49 a.m.