Triple

T10358418
Position Surface form Disambiguated ID Type / Status
Subject Neil Mallon E244063 entity
Predicate employer P7 FINISHED
Object Dresser Industries
Dresser Industries was a major American oilfield services and engineering company known for manufacturing equipment and providing services to the petroleum and energy industries.
E448462 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: Dresser Industries | Statement: [Neil Mallon, employer, Dresser Industries]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dresser Industries
Context triple: [Neil Mallon, employer, Dresser Industries]
  • A. Dresser-Rand (historically)
    Dresser-Rand was a major American manufacturer of industrial compressors and turbines that played a significant role in the oil, gas, and energy industries throughout much of the 20th century.
  • B. Dresser
    Dresser is a surname of English origin borne by various notable individuals, including American socialite Edith Stuyvesant Dresser.
  • C. Stanley Works
    Stanley Works is a historic American tool and hardware manufacturing company best known as a predecessor to Stanley Black & Decker.
  • D. Litton Industries
    Litton Industries was a major American conglomerate best known for its diversified operations in electronics, defense, and industrial manufacturing during the mid-20th century.
  • E. Madison Industries
    Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, 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: Dresser Industries
Triple: [Neil Mallon, employer, Dresser Industries]
Generated description
Dresser Industries was a major American oilfield services and engineering company known for manufacturing equipment and providing services to the petroleum and energy industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dresser Industries
Target entity description: Dresser Industries was a major American oilfield services and engineering company known for manufacturing equipment and providing services to the petroleum and energy industries.
  • A. Dresser-Rand (historically) chosen
    Dresser-Rand was a major American manufacturer of industrial compressors and turbines that played a significant role in the oil, gas, and energy industries throughout much of the 20th century.
  • B. Dresser
    Dresser is a surname of English origin borne by various notable individuals, including American socialite Edith Stuyvesant Dresser.
  • C. Stanley Works
    Stanley Works is a historic American tool and hardware manufacturing company best known as a predecessor to Stanley Black & Decker.
  • D. Litton Industries
    Litton Industries was a major American conglomerate best known for its diversified operations in electronics, defense, and industrial manufacturing during the mid-20th century.
  • E. Madison Industries
    Madison Industries is a privately held industrial conglomerate based in Chicago, known for acquiring and growing a diverse portfolio of manufacturing and engineering businesses across sectors such as health, safety, and infrastructure.
  • F. None of above.

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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e95708c481909c8c8cb2a57bf6d6 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d750b02ae48190898f9f97ab19ce60 completed April 9, 2026, 7:09 a.m.
NEDg Description generation batch_69d7618ecb748190a492406eabe590d7 completed April 9, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_69d77057affc8190b420e66560c3dfbd completed April 9, 2026, 9:24 a.m.
Created at: April 6, 2026, 11:59 a.m.