Triple

T5979594
Position Surface form Disambiguated ID Type / Status
Subject Hercules Inc. E133084 entity
Predicate acquiredBy P347 FINISHED
Object Ashland Inc.
Ashland Inc. is a global specialty chemicals company known for providing advanced materials, performance chemicals, and specialty ingredients to industries such as automotive, construction, pharmaceuticals, and personal care.
 E558526 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: Ashland Inc. | Statement: [Hercules Inc., acquiredBy, Ashland Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ashland Inc.
Context triple: [Hercules Inc., acquiredBy, Ashland Inc.]
  • A. The Associates & Aldrich Company
    The Associates & Aldrich Company was a film production company best known for producing the psychological thriller "Hush...Hush, Sweet Charlotte" and other mid-20th-century motion pictures.
  • B. Valley Falls Company
    Valley Falls Company was a 19th-century New England textile manufacturing firm that became one of the key predecessors to what is now Berkshire Hathaway.
  • C. Kaiser-Hill Company
    Kaiser-Hill Company was an industrial contractor best known for managing and overseeing the cleanup and closure of the former Rocky Flats nuclear weapons production facility in Colorado.
  • D. Dillingham Corporation
    Dillingham Corporation is a Hawaii-based real estate and development company historically involved in major commercial projects across the islands.
  • E. Argyle Enterprises
    Argyle Enterprises is a film production company best known for its involvement in classic mid-20th-century cinema, including the 1963 horror film "The Haunting."
  • 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: Ashland Inc.
Triple: [Hercules Inc., acquiredBy, Ashland Inc.]
Generated description
Ashland Inc. is a global specialty chemicals company known for providing advanced materials, performance chemicals, and specialty ingredients to industries such as automotive, construction, pharmaceuticals, and personal care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ashland Inc.
Target entity description: Ashland Inc. is a global specialty chemicals company known for providing advanced materials, performance chemicals, and specialty ingredients to industries such as automotive, construction, pharmaceuticals, and personal care.
  • A. The Associates & Aldrich Company
    The Associates & Aldrich Company was a film production company best known for producing the psychological thriller "Hush...Hush, Sweet Charlotte" and other mid-20th-century motion pictures.
  • B. Valley Falls Company
    Valley Falls Company was a 19th-century New England textile manufacturing firm that became one of the key predecessors to what is now Berkshire Hathaway.
  • C. Kaiser-Hill Company
    Kaiser-Hill Company was an industrial contractor best known for managing and overseeing the cleanup and closure of the former Rocky Flats nuclear weapons production facility in Colorado.
  • D. Dillingham Corporation
    Dillingham Corporation is a Hawaii-based real estate and development company historically involved in major commercial projects across the islands.
  • E. Argyle Enterprises
    Argyle Enterprises is a film production company best known for its involvement in classic mid-20th-century cinema, including the 1963 horror film "The Haunting."
  • 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_69c0086f45e8819098f73dd16d45ec9d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a40233081909c04f62ec0382bfd completed March 22, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e41d23848190bc7835eb6313b6a5 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0e6b43d008190b4a1653fe7a07dc9 completed March 23, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69c0eaafaf7c8190875bf892765664f1 completed March 23, 2026, 7:24 a.m.
Created at: March 22, 2026, 4:04 p.m.