Triple

T7888581
Position Surface form Disambiguated ID Type / Status
Subject 2010 Copiapó mining accident E183164 entity
Predicate internationalAssistanceFrom P52549 FINISHED
Object Schramm Inc.
Schramm Inc. is an American drilling equipment manufacturer best known for providing the drilling rig used to help rescue trapped miners in the 2010 Copiapó mining accident in Chile.
E696353 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: Schramm Inc. | Statement: [2010 Copiapó mining accident, internationalAssistanceFrom, Schramm Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Schramm Inc.
Context triple: [2010 Copiapó mining accident, internationalAssistanceFrom, Schramm Inc.]
  • A. Ramo-Wooldridge Corporation
    Ramo-Wooldridge Corporation was a pioneering American aerospace and defense contractor that played a key role in early U.S. missile and space programs before evolving into part of TRW Inc.
  • B. Pewterschmidt Industries
    Pewterschmidt Industries is the wealthy, family-owned business empire controlled by Carter Pewterschmidt in the animated series "Family Guy."
  • C. Humphrey-Weidman Company
    The Humphrey-Weidman Company was a pioneering American modern dance company founded by choreographers Doris Humphrey and Charles Weidman, known for developing innovative movement techniques and shaping early 20th-century modern dance.
  • D. Castellini Company
    Castellini Company is a long-established, family-owned produce distribution and logistics firm in the United States, known for supplying fresh fruits and vegetables to retailers, foodservice operators, and other customers.
  • E. Graham-Newman Corporation
    Graham-Newman Corporation was an influential mid-20th-century investment partnership known for pioneering value investing principles under Benjamin Graham’s leadership.
  • 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: Schramm Inc.
Triple: [2010 Copiapó mining accident, internationalAssistanceFrom, Schramm Inc.]
Generated description
Schramm Inc. is an American drilling equipment manufacturer best known for providing the drilling rig used to help rescue trapped miners in the 2010 Copiapó mining accident in Chile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Schramm Inc.
Target entity description: Schramm Inc. is an American drilling equipment manufacturer best known for providing the drilling rig used to help rescue trapped miners in the 2010 Copiapó mining accident in Chile.
  • A. Ramo-Wooldridge Corporation
    Ramo-Wooldridge Corporation was a pioneering American aerospace and defense contractor that played a key role in early U.S. missile and space programs before evolving into part of TRW Inc.
  • B. Pewterschmidt Industries
    Pewterschmidt Industries is the wealthy, family-owned business empire controlled by Carter Pewterschmidt in the animated series "Family Guy."
  • C. Humphrey-Weidman Company
    The Humphrey-Weidman Company was a pioneering American modern dance company founded by choreographers Doris Humphrey and Charles Weidman, known for developing innovative movement techniques and shaping early 20th-century modern dance.
  • D. Castellini Company
    Castellini Company is a long-established, family-owned produce distribution and logistics firm in the United States, known for supplying fresh fruits and vegetables to retailers, foodservice operators, and other customers.
  • E. Graham-Newman Corporation
    Graham-Newman Corporation was an influential mid-20th-century investment partnership known for pioneering value investing principles under Benjamin Graham’s leadership.
  • 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_69ca828af6e48190a06ee7010d8f0e64 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39ea8d1c81908ef99569e0cf00b7 completed March 31, 2026, 3:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b9f47cc8190a6f9fc087010ad96 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb5df0287881908bce1a4449e9f252 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb769944d08190ba8c2f5fe76e037b completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 4:59 p.m.