Triple

T16312970
Position Surface form Disambiguated ID Type / Status
Subject Marc Rich E396102 entity
Predicate employer P7 FINISHED
Object Philipp Brothers
Philipp Brothers was a major global commodities trading firm, particularly influential in the 20th-century metals and raw materials markets.
E1206405 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: Philipp Brothers | Statement: [Marc Rich, employer, Philipp Brothers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philipp Brothers
Context triple: [Marc Rich, employer, Philipp Brothers]
  • A. Niedringhaus brothers
    The Niedringhaus brothers were 19th-century industrialists and entrepreneurs whose tinware and steel manufacturing ventures led to the development of Granite City, Illinois, as a planned company town.
  • B. Biddle brothers
    The Biddle brothers were notorious early 20th-century American criminals whose sensational prison escape with the aid of warden's wife Kate Soffel captured national attention.
  • C. Huber brothers
    The Huber brothers are a renowned German climbing duo, Thomas and Alexander Huber, famous for their groundbreaking big-wall ascents and speed records, particularly on El Capitan in Yosemite.
  • D. Niland brothers
    The Niland brothers were four American siblings from New York whose World War II service and family tragedy inspired the story behind the film "Saving Private Ryan."
  • E. Hecht Brothers
    Hecht Brothers was an early American department store business that evolved into the well-known Hecht's retail chain.
  • 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: Philipp Brothers
Triple: [Marc Rich, employer, Philipp Brothers]
Generated description
Philipp Brothers was a major global commodities trading firm, particularly influential in the 20th-century metals and raw materials markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philipp Brothers
Target entity description: Philipp Brothers was a major global commodities trading firm, particularly influential in the 20th-century metals and raw materials markets.
  • A. Niedringhaus brothers
    The Niedringhaus brothers were 19th-century industrialists and entrepreneurs whose tinware and steel manufacturing ventures led to the development of Granite City, Illinois, as a planned company town.
  • B. Biddle brothers
    The Biddle brothers were notorious early 20th-century American criminals whose sensational prison escape with the aid of warden's wife Kate Soffel captured national attention.
  • C. Huber brothers
    The Huber brothers are a renowned German climbing duo, Thomas and Alexander Huber, famous for their groundbreaking big-wall ascents and speed records, particularly on El Capitan in Yosemite.
  • D. Niland brothers
    The Niland brothers were four American siblings from New York whose World War II service and family tragedy inspired the story behind the film "Saving Private Ryan."
  • E. Hecht Brothers
    Hecht Brothers was an early American department store business that evolved into the well-known Hecht's retail chain.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e288dc30f48190b508220429b66e92 completed April 17, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a001fa6ceb48190b937a15b94fd3cfa completed May 10, 2026, 6:03 a.m.
NEDg Description generation batch_6a00219696dc8190bcce66c1eeb07561 completed May 10, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_6a002221fe7c819083c8ede5e63b0908 completed May 10, 2026, 6:13 a.m.
Created at: April 10, 2026, 5:06 a.m.