Triple

T9548677
Position Surface form Disambiguated ID Type / Status
Subject Hal Clement E230361 entity
Predicate notableWork P4 FINISHED
Object The Nitrogen Fix
The Nitrogen Fix is a hard science fiction novel by Hal Clement that explores the consequences of a radically altered Earth atmosphere and humanity’s struggle to survive in the transformed environment.
E805516 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: The Nitrogen Fix | Statement: [Hal Clement, notableWork, The Nitrogen Fix]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Nitrogen Fix
Context triple: [Hal Clement, notableWork, The Nitrogen Fix]
  • A. Second Nature
    Second Nature is a song by the American rock band Lucius, known for its lush harmonies and indie-pop sensibility.
  • B. Second Nature
    "Second Nature" is an experimental film by German director Heinz Emigholz, known for its distinctive exploration of architecture, space, and visual perception.
  • C. Another Green World
    Another Green World is a 1975 album by Brian Eno that blends art rock with pioneering ambient textures and experimental production.
  • D. The Green One
    The Green One is an epithet of the ancient Egyptian cobra goddess Wadjet, who served as a protective deity and symbol of royal authority, especially associated with Lower Egypt and the pharaoh.
  • E. The Tangled Bank
    The Tangled Bank is a critical work of literary theory by Stanley Edgar Hyman that examines the structure and evolution of narrative using concepts drawn from science and anthropology.
  • 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: The Nitrogen Fix
Triple: [Hal Clement, notableWork, The Nitrogen Fix]
Generated description
The Nitrogen Fix is a hard science fiction novel by Hal Clement that explores the consequences of a radically altered Earth atmosphere and humanity’s struggle to survive in the transformed environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Nitrogen Fix
Target entity description: The Nitrogen Fix is a hard science fiction novel by Hal Clement that explores the consequences of a radically altered Earth atmosphere and humanity’s struggle to survive in the transformed environment.
  • A. Second Nature
    Second Nature is a song by the American rock band Lucius, known for its lush harmonies and indie-pop sensibility.
  • B. Second Nature
    "Second Nature" is an experimental film by German director Heinz Emigholz, known for its distinctive exploration of architecture, space, and visual perception.
  • C. Another Green World
    Another Green World is a 1975 album by Brian Eno that blends art rock with pioneering ambient textures and experimental production.
  • D. The Green One
    The Green One is an epithet of the ancient Egyptian cobra goddess Wadjet, who served as a protective deity and symbol of royal authority, especially associated with Lower Egypt and the pharaoh.
  • E. The Tangled Bank
    The Tangled Bank is a critical work of literary theory by Stanley Edgar Hyman that examines the structure and evolution of narrative using concepts drawn from science and anthropology.
  • 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.