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.