Triple

T20530373
Position Surface form Disambiguated ID Type / Status
Subject Local Group dwarf galaxies E504050 entity
Predicate subjectOf P38 FINISHED
Object too-big-to-fail problem
The too-big-to-fail problem is a cosmological puzzle where simulations predict more massive dark matter subhalos around galaxies like the Milky Way than the relatively faint dwarf galaxies actually observed.
E1436515 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: too-big-to-fail problem | Statement: [Local Group dwarf galaxies, subjectOf, too-big-to-fail problem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: too-big-to-fail problem
Context triple: [Local Group dwarf galaxies, subjectOf, too-big-to-fail problem]
  • A. Too Big to Fail
    Too Big to Fail is a 2011 HBO drama film that chronicles the 2008 financial crisis through the perspectives of key U.S. government and Wall Street figures.
  • B. Bad Banks
    Bad Banks is a German television drama series that explores the high-stakes, morally ambiguous world of international finance and banking.
  • C. Minsky moment
    A Minsky moment is a sudden collapse of asset prices following a prolonged period of speculative borrowing and rising leverage, as described in Hyman Minsky’s financial instability hypothesis.
  • D. Too Big to Ignore
    Too Big to Ignore is a stand-up comedy special by American comedian Ralphie May showcasing his observational humor and larger-than-life stage presence.
  • E. Troubled Asset Relief Program
    The Troubled Asset Relief Program (TARP) was a U.S. government bailout initiative launched in 2008 to stabilize the financial system by purchasing or guaranteeing troubled assets and injecting capital into struggling institutions.
  • 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: too-big-to-fail problem
Triple: [Local Group dwarf galaxies, subjectOf, too-big-to-fail problem]
Generated description
The too-big-to-fail problem is a cosmological puzzle where simulations predict more massive dark matter subhalos around galaxies like the Milky Way than the relatively faint dwarf galaxies actually observed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: too-big-to-fail problem
Target entity description: The too-big-to-fail problem is a cosmological puzzle where simulations predict more massive dark matter subhalos around galaxies like the Milky Way than the relatively faint dwarf galaxies actually observed.
  • A. Too Big to Fail
    Too Big to Fail is a 2011 HBO drama film that chronicles the 2008 financial crisis through the perspectives of key U.S. government and Wall Street figures.
  • B. Bad Banks
    Bad Banks is a German television drama series that explores the high-stakes, morally ambiguous world of international finance and banking.
  • C. Minsky moment
    A Minsky moment is a sudden collapse of asset prices following a prolonged period of speculative borrowing and rising leverage, as described in Hyman Minsky’s financial instability hypothesis.
  • D. Too Big to Ignore
    Too Big to Ignore is a stand-up comedy special by American comedian Ralphie May showcasing his observational humor and larger-than-life stage presence.
  • E. Troubled Asset Relief Program
    The Troubled Asset Relief Program (TARP) was a U.S. government bailout initiative launched in 2008 to stabilize the financial system by purchasing or guaranteeing troubled assets and injecting capital into struggling institutions.
  • 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_69e0b4b3a6e08190ae663701f50fab8e completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a069edf88190835a9c392c990c55 completed April 20, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_6a089d487a3081908cf739f53bdf951f completed May 16, 2026, 4:37 p.m.
NEDg Description generation batch_6a08a1339fd88190a959a50addb14cfc completed May 16, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_6a08a1aaecd88190ae20db6db2dd2767 completed May 16, 2026, 4:56 p.m.
Created at: April 16, 2026, 11:37 a.m.