Triple
T4396164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Jay Gould |
E99492
|
entity |
| Predicate | coDeveloperOfWith |
P6901
|
FINISHED |
| Object |
Niles Eldredge
Niles Eldredge is an American paleontologist best known for co-developing the theory of punctuated equilibrium, which proposes that species evolution is characterized by long periods of stability interrupted by brief episodes of rapid change.
|
E437454
|
NE FINISHED |
How this triple was built (5 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: Niles Eldredge | Statement: [Stephen Jay Gould, coDeveloperOfWith, Niles Eldredge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niles Eldredge Context triple: [Stephen Jay Gould, coDeveloperOfWith, Niles Eldredge]
-
A.
George Gaylord Simpson
George Gaylord Simpson was a prominent American paleontologist whose work on fossil mammals and evolutionary theory helped shape the modern evolutionary synthesis.
-
B.
Stephen Jay Gould
Stephen Jay Gould was a prominent American paleontologist, evolutionary biologist, and science essayist known for his work on punctuated equilibrium and for popularizing evolutionary theory.
-
C.
Geoffrey Simpson
Geoffrey Simpson is an Australian cinematographer known for his work on feature films including the 1994 adaptation of "Little Women."
-
D.
Timothy P. White
Timothy P. White is an American academic leader and kinesiologist who served as chancellor of the California State University system and previously led the University of California, Riverside.
-
E.
Ian Darwin
Ian Darwin is a software developer and author best known for his contributions to Unix, Java, and open source programming resources.
- 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: Niles Eldredge Triple: [Stephen Jay Gould, coDeveloperOfWith, Niles Eldredge]
Generated description
Niles Eldredge is an American paleontologist best known for co-developing the theory of punctuated equilibrium, which proposes that species evolution is characterized by long periods of stability interrupted by brief episodes of rapid change.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niles Eldredge Target entity description: Niles Eldredge is an American paleontologist best known for co-developing the theory of punctuated equilibrium, which proposes that species evolution is characterized by long periods of stability interrupted by brief episodes of rapid change.
-
A.
George Gaylord Simpson
George Gaylord Simpson was a prominent American paleontologist whose work on fossil mammals and evolutionary theory helped shape the modern evolutionary synthesis.
-
B.
Stephen Jay Gould
Stephen Jay Gould was a prominent American paleontologist, evolutionary biologist, and science essayist known for his work on punctuated equilibrium and for popularizing evolutionary theory.
-
C.
Geoffrey Simpson
Geoffrey Simpson is an Australian cinematographer known for his work on feature films including the 1994 adaptation of "Little Women."
-
D.
Timothy P. White
Timothy P. White is an American academic leader and kinesiologist who served as chancellor of the California State University system and previously led the University of California, Riverside.
-
E.
Ian Darwin
Ian Darwin is a software developer and author best known for his contributions to Unix, Java, and open source programming resources.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coDeveloperOfWith Context triple: [Stephen Jay Gould, coDeveloperOfWith, Niles Eldredge]
-
A.
coDeveloperOf
chosen
Indicates that two or more entities jointly developed or collaborated in creating the same project, product, or work.
-
B.
coCreator
Indicates that two or more entities jointly created or produced something together.
-
C.
alsoDevelopedIn
Indicates that something was additionally developed in another context, location, or environment beyond the primary one already specified.
-
D.
coFounderWith
Indicates that two or more entities jointly founded the same organization or venture.
-
E.
developedWith
Indicates that something was created, built, or produced using a specified tool, technology, method, or collaborator.
- F. None of above.
Provenance (6 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_69b345506b408190b0e3dee616738a7d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352ab928c81909f4406d5df3e081b |
completed | March 12, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5ec77d081909b07ebd004be136f |
completed | March 14, 2026, 11:57 p.m. |
| NEDg | Description generation | batch_69b5f6e03b68819093c2a7785782641e |
completed | March 15, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f7887cb08190bf498eefc3627bfa |
completed | March 15, 2026, 12:04 a.m. |
| PD | Predicate disambiguation | batch_69b34f597998819092477efdedb51427 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:20 p.m.