Triple
T3572524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Born approximation |
E75606
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Born series
The Born series is a perturbative expansion in quantum scattering theory that expresses the scattering amplitude as an infinite series of successive interaction terms.
|
E368819
|
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: Born series | Statement: [Born approximation, relatedTo, Born series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Born series Context triple: [Born approximation, relatedTo, Born series]
-
A.
Nova series
The Nova series is a line of mid-range to upper mid-range smartphones by Huawei, known for stylish designs, strong selfie cameras, and youth-oriented features.
-
B.
Fred Saberhagen's Berserker series
Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
-
C.
Lensman series
The Lensman series is a classic space opera saga by E. E. "Doc" Smith, renowned for its galaxy-spanning conflicts, telepathic super-agents, and foundational influence on modern science fiction.
-
D.
Dragonriders of Pern
Dragonriders of Pern is a long-running science fantasy book series by Anne McCaffrey (later continued by her son Todd) that follows telepathically bonded dragonriders defending the planet Pern from a deadly extraterrestrial threat called Thread.
-
E.
Dark Star Trilogy
Dark Star Trilogy is an epic fantasy series by Jamaican author Marlon James that blends African mythology, political intrigue, and literary experimentation.
- 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: Born series Triple: [Born approximation, relatedTo, Born series]
Generated description
The Born series is a perturbative expansion in quantum scattering theory that expresses the scattering amplitude as an infinite series of successive interaction terms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Born series Target entity description: The Born series is a perturbative expansion in quantum scattering theory that expresses the scattering amplitude as an infinite series of successive interaction terms.
-
A.
Nova series
The Nova series is a line of mid-range to upper mid-range smartphones by Huawei, known for stylish designs, strong selfie cameras, and youth-oriented features.
-
B.
Fred Saberhagen's Berserker series
Fred Saberhagen's Berserker series is a classic science fiction saga about relentless, self-replicating machines bent on exterminating all life in the galaxy.
-
C.
Lensman series
The Lensman series is a classic space opera saga by E. E. "Doc" Smith, renowned for its galaxy-spanning conflicts, telepathic super-agents, and foundational influence on modern science fiction.
-
D.
Dragonriders of Pern
Dragonriders of Pern is a long-running science fantasy book series by Anne McCaffrey (later continued by her son Todd) that follows telepathically bonded dragonriders defending the planet Pern from a deadly extraterrestrial threat called Thread.
-
E.
Dark Star Trilogy
Dark Star Trilogy is an epic fantasy series by Jamaican author Marlon James that blends African mythology, political intrigue, and literary experimentation.
- 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_69ad85d5e3008190bdfe0bacdd1f5a1b |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0c447fc81909689259558187af4 |
completed | March 8, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bbbcf2d08190901049948df66f0c |
completed | March 13, 2026, 7:24 a.m. |
| NEDg | Description generation | batch_69b3bca07cac81908253b2b4225f3d67 |
completed | March 13, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3f5b6e66c81908700d5f3df0a864d |
completed | March 13, 2026, 11:32 a.m. |
Created at: March 8, 2026, 3:21 p.m.