Triple

T308397
Position Surface form Disambiguated ID Type / Status
Subject Isaac Asimov E6350 entity
Predicate notableWork P4 FINISHED
Object Robot series
The Robot series is a collection of science fiction stories and novels by Isaac Asimov that explore intelligent robots, the Three Laws of Robotics, and their complex interactions with humans.
E39703 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: Robot series | Statement: [Isaac Asimov, notableWork, Robot series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robot series
Context triple: [Isaac Asimov, notableWork, Robot series]
  • A. LC series
    The LC series is a line of low-cost, education-focused Macintosh desktop computers produced by Apple in the early 1990s.
  • B. Quadra series
    The Quadra series was a line of high-end Apple Macintosh desktop computers from the early 1990s, known for using Motorola 68040 processors and targeting professional and power users.
  • C. RCRC Movement
    The RCRC Movement is a global humanitarian network comprising the International Committee of the Red Cross, the International Federation of Red Cross and Red Crescent Societies, and 191 National Societies that provide neutral, impartial assistance to people affected by conflict, disasters, and health emergencies.
  • D. RGM-109 Tomahawk
    The RGM-109 Tomahawk is a long-range, all-weather, subsonic cruise missile primarily used by the U.S. Navy for precision land-attack missions launched from ships and submarines.
  • E. NORD series
    The NORD series is a line of minicomputers developed by Norwegian company Norsk Data, notable in the 1970s and 1980s for their use in scientific, technical, and real-time computing applications.
  • 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: Robot series
Triple: [Isaac Asimov, notableWork, Robot series]
Generated description
The Robot series is a collection of science fiction stories and novels by Isaac Asimov that explore intelligent robots, the Three Laws of Robotics, and their complex interactions with humans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robot series
Target entity description: The Robot series is a collection of science fiction stories and novels by Isaac Asimov that explore intelligent robots, the Three Laws of Robotics, and their complex interactions with humans.
  • A. LC series
    The LC series is a line of low-cost, education-focused Macintosh desktop computers produced by Apple in the early 1990s.
  • B. Quadra series
    The Quadra series was a line of high-end Apple Macintosh desktop computers from the early 1990s, known for using Motorola 68040 processors and targeting professional and power users.
  • C. RCRC Movement
    The RCRC Movement is a global humanitarian network comprising the International Committee of the Red Cross, the International Federation of Red Cross and Red Crescent Societies, and 191 National Societies that provide neutral, impartial assistance to people affected by conflict, disasters, and health emergencies.
  • D. RGM-109 Tomahawk
    The RGM-109 Tomahawk is a long-range, all-weather, subsonic cruise missile primarily used by the U.S. Navy for precision land-attack missions launched from ships and submarines.
  • E. NORD series
    The NORD series is a line of minicomputers developed by Norwegian company Norsk Data, notable in the 1970s and 1980s for their use in scientific, technical, and real-time computing applications.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b475e91c8190b68b05a8112d35dd completed March 1, 2026, 3:37 a.m.
NEDg Description generation batch_69a3b52d7d208190b03eac35baed1294 completed March 1, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3b5c1360c819093622754b6f1d2d8 completed March 1, 2026, 3:42 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.