Triple

T9548671
Position Surface form Disambiguated ID Type / Status
Subject Hal Clement E230361 entity
Predicate notableWork P4 FINISHED
Object Close to Critical
Close to Critical is a hard science fiction novel by Hal Clement that explores survival and environmental extremes on a high-gravity alien world.
 E805511 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: Close to Critical | Statement: [Hal Clement, notableWork, Close to Critical]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Close to Critical
Context triple: [Hal Clement, notableWork, Close to Critical]
  • A. This Close
    This Close is a groundbreaking dramedy television series created by and starring deaf writers/actors, exploring the lives and relationships of two deaf best friends in Los Angeles.
  • B. Close Edge
    "Close Edge" is a track by rapper and actor Mos Def from his genre-blending 2004 album *The New Danger*.
  • C. Narrow Margin
    Narrow Margin is a 1990 American thriller film starring Gene Hackman as a district attorney protecting a murder witness aboard a moving train.
  • D. Too Close for Comfort
    Too Close for Comfort is an American sitcom from the 1980s starring Ted Knight as a protective father and cartoonist living with his adult daughters in San Francisco.
  • E. Barely Lethal
    Barely Lethal is a 2015 action-comedy film about a teenage assassin trying to live a normal high school life, starring Hailee Steinfeld and Samuel L. Jackson.
  • 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: Close to Critical
Triple: [Hal Clement, notableWork, Close to Critical]
Generated description
Close to Critical is a hard science fiction novel by Hal Clement that explores survival and environmental extremes on a high-gravity alien world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Close to Critical
Target entity description: Close to Critical is a hard science fiction novel by Hal Clement that explores survival and environmental extremes on a high-gravity alien world.
  • A. This Close
    This Close is a groundbreaking dramedy television series created by and starring deaf writers/actors, exploring the lives and relationships of two deaf best friends in Los Angeles.
  • B. Close Edge
    "Close Edge" is a track by rapper and actor Mos Def from his genre-blending 2004 album *The New Danger*.
  • C. Narrow Margin
    Narrow Margin is a 1990 American thriller film starring Gene Hackman as a district attorney protecting a murder witness aboard a moving train.
  • D. Too Close for Comfort
    Too Close for Comfort is an American sitcom from the 1980s starring Ted Knight as a protective father and cartoonist living with his adult daughters in San Francisco.
  • E. Barely Lethal
    Barely Lethal is a 2015 action-comedy film about a teenage assassin trying to live a normal high school life, starring Hailee Steinfeld and Samuel L. Jackson.
  • 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.