Triple

T9548673
Position Surface form Disambiguated ID Type / Status
Subject Hal Clement E230361 entity
Predicate notableWork P4 FINISHED
Object Star Light
"Star Light" is a hard science fiction novel by Hal Clement that continues the story of Mesklin and its extreme physics-based environment.
 E805513 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: Star Light | Statement: [Hal Clement, notableWork, Star Light]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Star Light
Context triple: [Hal Clement, notableWork, Star Light]
  • A. Starlight
    Starlight was the original name of a long-distance passenger train route that later became known as Amtrak’s Coast Starlight, running along the U.S. West Coast.
  • B. Starlight
    Starlight is a fictional character or element associated with the Evolver universe, likely representing a key component or aspect within that setting.
  • C. Starlight
    Starlight is a science fiction comic book series written by Mark Millar that follows an aging former space hero called back for one last adventure.
  • D. Starlight
    "Starlight" is a popular song by the English rock band Muse, known for its anthemic chorus and prominent piano-driven melody.
  • E. The Light of Stars
    "The Light of Stars" is a reflective lyric poem by Henry Wadsworth Longfellow that contemplates guidance, hope, and moral steadfastness through the metaphor of starlight.
  • 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: Star Light
Triple: [Hal Clement, notableWork, Star Light]
Generated description
"Star Light" is a hard science fiction novel by Hal Clement that continues the story of Mesklin and its extreme physics-based environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Star Light
Target entity description: "Star Light" is a hard science fiction novel by Hal Clement that continues the story of Mesklin and its extreme physics-based environment.
  • A. Starlight
    Starlight was the original name of a long-distance passenger train route that later became known as Amtrak’s Coast Starlight, running along the U.S. West Coast.
  • B. Starlight
    Starlight is a fictional character or element associated with the Evolver universe, likely representing a key component or aspect within that setting.
  • C. Starlight
    Starlight is a science fiction comic book series written by Mark Millar that follows an aging former space hero called back for one last adventure.
  • D. Starlight
    "Starlight" is a popular song by the English rock band Muse, known for its anthemic chorus and prominent piano-driven melody.
  • E. The Light of Stars
    "The Light of Stars" is a reflective lyric poem by Henry Wadsworth Longfellow that contemplates guidance, hope, and moral steadfastness through the metaphor of starlight.
  • 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.