Triple

T22630173
Position Surface form Disambiguated ID Type / Status
Subject Ashland Inc. E558526 entity
Predicate tickerSymbol P1447 FINISHED
Object ASH
ASH is the stock ticker symbol for Ashland Inc., a specialty chemicals company serving industries such as pharmaceuticals, personal care, and coatings.
 E1545507 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: ASH | Statement: [Ashland Inc., tickerSymbol, ASH]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ASH
Context triple: [Ashland Inc., tickerSymbol, ASH]
  • A. ASH
    ASH is the leading professional organization in the United States dedicated to the study and treatment of blood disorders and the advancement of hematology research and education.
  • B. ASH
    ASH is the ICAO airline designator used to identify Mesa Airlines in international aviation operations.
  • C. ASH
    ASH is the National Rail station code for Ashington railway station in Northumberland, England.
  • D. ash
    ash is a lightweight Unix command-line shell designed for efficiency and often used in embedded or resource-constrained systems.
  • E. asha
    Asha is the central Zoroastrian concept of truth, order, and cosmic righteousness that governs both the moral and natural worlds.
  • 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: ASH
Triple: [Ashland Inc., tickerSymbol, ASH]
Generated description
ASH is the stock ticker symbol for Ashland Inc., a specialty chemicals company serving industries such as pharmaceuticals, personal care, and coatings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ASH
Target entity description: ASH is the stock ticker symbol for Ashland Inc., a specialty chemicals company serving industries such as pharmaceuticals, personal care, and coatings.
  • A. ASH
    ASH is the ICAO airline designator used to identify Mesa Airlines in international aviation operations.
  • B. ASH
    ASH is the National Rail station code for Ashington railway station in Northumberland, England.
  • C. ASH
    ASH is the leading professional organization in the United States dedicated to the study and treatment of blood disorders and the advancement of hematology research and education.
  • D. ash
    ash is a lightweight Unix command-line shell designed for efficiency and often used in embedded or resource-constrained systems.
  • E. asha
    Asha is the central Zoroastrian concept of truth, order, and cosmic righteousness that governs both the moral and natural worlds.
  • 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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17008e7648190b243c18067b4efb9 completed April 29, 2026, 2:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e0b2dd081909b063c50b18579c4 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4ed997448190a6fe89160ccc223b completed May 18, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4f8600448190a726d0fe91e17cff completed May 18, 2026, 5:42 p.m.
Created at: April 17, 2026, 3:02 p.m.