Triple

T15363099
Position Surface form Disambiguated ID Type / Status
Subject Transform Holdco LLC E367338 entity
Predicate owns P347 FINISHED
Object Sears.com e‑commerce operations
Sears.com e‑commerce operations is the online retail arm associated with the Sears brand, providing digital shopping, ordering, and related services through its website.
E1153731 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: Sears.com e‑commerce operations | Statement: [Transform Holdco LLC, owns, Sears.com e‑commerce operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sears.com e‑commerce operations
Context triple: [Transform Holdco LLC, owns, Sears.com e‑commerce operations]
  • A. Sears Essentials
    Sears Essentials was a mid-2000s big-box retail format created by Sears Holdings that combined elements of Sears department stores with Kmart-style discount and convenience merchandise.
  • B. Sears brands
    Sears brands is the portfolio of private-label and exclusive retail brands associated with the Sears department store chain and its related outlets.
  • C. Sears, Roebuck & Co.
    Sears, Roebuck & Co. was a major American retail company and mail-order catalog pioneer that became one of the largest and most influential department store chains in the United States.
  • D. Sears Canada
    Sears Canada was a major Canadian department store chain that operated retail stores, catalog, and online shopping until its closure in 2018.
  • E. Sears Home Services
    Sears Home Services is a home repair, maintenance, and appliance service provider that handled in-home services and installations for Sears customers.
  • 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: Sears.com e‑commerce operations
Triple: [Transform Holdco LLC, owns, Sears.com e‑commerce operations]
Generated description
Sears.com e‑commerce operations is the online retail arm associated with the Sears brand, providing digital shopping, ordering, and related services through its website.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sears.com e‑commerce operations
Target entity description: Sears.com e‑commerce operations is the online retail arm associated with the Sears brand, providing digital shopping, ordering, and related services through its website.
  • A. Sears Essentials
    Sears Essentials was a mid-2000s big-box retail format created by Sears Holdings that combined elements of Sears department stores with Kmart-style discount and convenience merchandise.
  • B. Sears brands
    Sears brands is the portfolio of private-label and exclusive retail brands associated with the Sears department store chain and its related outlets.
  • C. Sears, Roebuck & Co.
    Sears, Roebuck & Co. was a major American retail company and mail-order catalog pioneer that became one of the largest and most influential department store chains in the United States.
  • D. Sears Canada
    Sears Canada was a major Canadian department store chain that operated retail stores, catalog, and online shopping until its closure in 2018.
  • E. Sears Home Services
    Sears Home Services is a home repair, maintenance, and appliance service provider that handled in-home services and installations for Sears customers.
  • 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e479f188190bbbc3dcd73853e02 completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b4a181c8190bffc1ac1a86e215d completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0f82441c81909a8ae13817fd3e96 completed May 9, 2026, 10:42 a.m.
NED2 Entity disambiguation (via description) batch_69ff0fd586708190a54b33efd27d84b2 completed May 9, 2026, 10:43 a.m.
Created at: April 10, 2026, 3:18 a.m.