Triple

T9548661
Position Surface form Disambiguated ID Type / Status
Subject Hal Clement E230361 entity
Predicate birthName P65 FINISHED
Object Harry Clement Stubbs
Harry Clement Stubbs was an American science fiction writer and high school science teacher best known under his pen name Hal Clement for his rigorously scientific hard SF novels.
E805508 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: Harry Clement Stubbs | Statement: [Hal Clement, birthName, Harry Clement Stubbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harry Clement Stubbs
Context triple: [Hal Clement, birthName, Harry Clement Stubbs]
  • A. Hugh Stubbins
    Hugh Stubbins was an American architect known for designing prominent modernist buildings such as the Citicorp Center in New York City.
  • B. Henry Biggs
    Henry Biggs is a central character in the film "The Preacher's Wife," portrayed as a devoted pastor whose strained marriage and crisis of faith draw the attention of a visiting angel.
  • C. Frank Pembleton
    Frank Pembleton is a brilliant, intense, and morally driven homicide detective from the television series "Homicide: Life on the Street."
  • D. Hubert Ingraham
    Hubert Ingraham is a Bahamian politician who served multiple terms as Prime Minister and led the Free National Movement party.
  • E. Harry Harvey
    Harry Harvey was an American character actor known for his numerous supporting roles in Western films and television series during the mid-20th century.
  • 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: Harry Clement Stubbs
Triple: [Hal Clement, birthName, Harry Clement Stubbs]
Generated description
Harry Clement Stubbs was an American science fiction writer and high school science teacher best known under his pen name Hal Clement for his rigorously scientific hard SF novels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harry Clement Stubbs
Target entity description: Harry Clement Stubbs was an American science fiction writer and high school science teacher best known under his pen name Hal Clement for his rigorously scientific hard SF novels.
  • A. Hugh Stubbins
    Hugh Stubbins was an American architect known for designing prominent modernist buildings such as the Citicorp Center in New York City.
  • B. Henry Biggs
    Henry Biggs is a central character in the film "The Preacher's Wife," portrayed as a devoted pastor whose strained marriage and crisis of faith draw the attention of a visiting angel.
  • C. Frank Pembleton
    Frank Pembleton is a brilliant, intense, and morally driven homicide detective from the television series "Homicide: Life on the Street."
  • D. Hubert Ingraham
    Hubert Ingraham is a Bahamian politician who served multiple terms as Prime Minister and led the Free National Movement party.
  • E. Harry Harvey
    Harry Harvey was an American character actor known for his numerous supporting roles in Western films and television series during the mid-20th century.
  • 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_69ca847c70b8819088a0a0bad64a50d6 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99059138819088ae54b26df979cf completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c7be5008190a16036525fd9059e completed April 4, 2026, 5:38 p.m.
NEDg Description generation batch_69d14d4576488190a000f733ece39620 completed April 4, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69d14dda805c81908093eb146915fdda completed April 4, 2026, 5:43 p.m.
Created at: March 30, 2026, 8:02 p.m.