Triple

T5726982
Position Surface form Disambiguated ID Type / Status
Subject Monoceros Ring E126288 entity
Predicate discoveredBy P412 FINISHED
Object Heidi Jo Newberg
Heidi Jo Newberg is an American astrophysicist known for her work on the structure of the Milky Way galaxy and contributions to large sky surveys such as the Sloan Digital Sky Survey.
E539429 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: Heidi Jo Newberg | Statement: [Monoceros Ring, discoveredBy, Heidi Jo Newberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heidi Jo Newberg
Context triple: [Monoceros Ring, discoveredBy, Heidi Jo Newberg]
  • A. Nancy Kanwisher
    Nancy Kanwisher is a cognitive neuroscientist renowned for her pioneering work on the functional organization of the human brain, particularly in visual perception and face recognition.
  • B. Anna M. Kross
    Anna M. Kross was a pioneering New York City jurist and reformer who served as the city’s first female Commissioner of Correction and advocated for more humane treatment of incarcerated people.
  • C. Matt Lieberman
    Matt Lieberman is an American screenwriter known for writing family-oriented and genre films, including the 2019 animated adaptation of The Addams Family.
  • D. Ann Graybiel
    Ann Graybiel is a renowned neuroscientist known for her pioneering research on the basal ganglia and its role in habit formation and movement control.
  • E. Michael Tronick
    Michael Tronick is an American film editor known for his work on numerous major Hollywood productions across several decades.
  • 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: Heidi Jo Newberg
Triple: [Monoceros Ring, discoveredBy, Heidi Jo Newberg]
Generated description
Heidi Jo Newberg is an American astrophysicist known for her work on the structure of the Milky Way galaxy and contributions to large sky surveys such as the Sloan Digital Sky Survey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heidi Jo Newberg
Target entity description: Heidi Jo Newberg is an American astrophysicist known for her work on the structure of the Milky Way galaxy and contributions to large sky surveys such as the Sloan Digital Sky Survey.
  • A. Nancy Kanwisher
    Nancy Kanwisher is a cognitive neuroscientist renowned for her pioneering work on the functional organization of the human brain, particularly in visual perception and face recognition.
  • B. Anna M. Kross
    Anna M. Kross was a pioneering New York City jurist and reformer who served as the city’s first female Commissioner of Correction and advocated for more humane treatment of incarcerated people.
  • C. Matt Lieberman
    Matt Lieberman is an American screenwriter known for writing family-oriented and genre films, including the 2019 animated adaptation of The Addams Family.
  • D. Ann Graybiel
    Ann Graybiel is a renowned neuroscientist known for her pioneering research on the basal ganglia and its role in habit formation and movement control.
  • E. Michael Tronick
    Michael Tronick is an American film editor known for his work on numerous major Hollywood productions across several decades.
  • 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_69c0082f723881908ce8bb13a0c0f8b7 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0250a7f6c8190a264935086608186 completed March 22, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a86eea0819090bf6f9952d8dcc9 completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05cabceac819095c4a114220efb1a completed March 22, 2026, 9:18 p.m.
NED2 Entity disambiguation (via description) batch_69c05d30463481909876ca02516d31cc completed March 22, 2026, 9:20 p.m.
Created at: March 22, 2026, 3:47 p.m.