Triple

T8708332
Position Surface form Disambiguated ID Type / Status
Subject Tides of Light E206707 entity
Predicate hasFictionalUniverse P3758 FINISHED
Object Galactic Center universe
The Galactic Center universe is a hard science fiction setting created by Gregory Benford, depicting humanity’s encounters with ancient alien civilizations and cosmic-scale phenomena near the center of the Milky Way galaxy.
 E753583 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: Galactic Center universe | Statement: [Tides of Light, hasFictionalUniverse, Galactic Center universe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Galactic Center universe
Context triple: [Tides of Light, hasFictionalUniverse, Galactic Center universe]
  • A. Milky Way center
    The Milky Way center is the dense, energetic core of our galaxy, hosting a supermassive black hole surrounded by stars, gas, and dust.
  • B. The Universe
    The Universe is a popular science book by Isaac Asimov that explains the structure, history, and phenomena of the cosmos in accessible language for general readers.
  • C. Universe
    The Universe is the totality of all space, time, matter, energy, and physical laws that exist.
  • D. The Galaxy
    The Galaxy was a 19th-century American literary magazine co-founded and edited by William Conant Church, known for publishing prominent authors of its time.
  • E. Galactic anticenter
    The Galactic anticenter is the point in the sky directly opposite the center of the Milky Way, located in the outer region of our galaxy’s disk.
  • 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: Galactic Center universe
Triple: [Tides of Light, hasFictionalUniverse, Galactic Center universe]
Generated description
The Galactic Center universe is a hard science fiction setting created by Gregory Benford, depicting humanity’s encounters with ancient alien civilizations and cosmic-scale phenomena near the center of the Milky Way galaxy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Galactic Center universe
Target entity description: The Galactic Center universe is a hard science fiction setting created by Gregory Benford, depicting humanity’s encounters with ancient alien civilizations and cosmic-scale phenomena near the center of the Milky Way galaxy.
  • A. Milky Way center
    The Milky Way center is the dense, energetic core of our galaxy, hosting a supermassive black hole surrounded by stars, gas, and dust.
  • B. The Universe
    The Universe is a popular science book by Isaac Asimov that explains the structure, history, and phenomena of the cosmos in accessible language for general readers.
  • C. Universe
    The Universe is the totality of all space, time, matter, energy, and physical laws that exist.
  • D. The Galaxy
    The Galaxy was a 19th-century American literary magazine co-founded and edited by William Conant Church, known for publishing prominent authors of its time.
  • E. Galactic anticenter
    The Galactic anticenter is the point in the sky directly opposite the center of the Milky Way, located in the outer region of our galaxy’s disk.
  • 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_69ca835645e881908f00e3c8b51da81d completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc58ffa6a481908866b6239d1d9b92 completed March 31, 2026, 11:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28b78e90819098ab1d4877ab88fe completed April 3, 2026, 2:40 a.m.
NEDg Description generation batch_69cf2bd14c3c8190b43840ee57cca22c completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2cb3c4308190971fb3d25064f205 completed April 3, 2026, 2:57 a.m.
Created at: March 30, 2026, 6:35 p.m.