Triple
T12768895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morgan |
E305194
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Dr. Lui Cheng
Dr. Lui Cheng is a fictional character named in association with Morgan, likely appearing in a narrative work such as a film, television series, or novel.
|
E1002617
|
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: Dr. Lui Cheng | Statement: [Morgan, character, Dr. Lui Cheng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dr. Lui Cheng Context triple: [Morgan, character, Dr. Lui Cheng]
-
A.
Yuan-Cheng Fung
Yuan-Cheng Fung was a pioneering bioengineer often regarded as the "father of modern biomechanics" for his foundational contributions to the mechanics of living tissues.
-
B.
Yu-Chi Ho
Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
-
C.
Dr. Wellington Yueh
Dr. Wellington Yueh is a conflicted Suk doctor in Frank Herbert's Dune whose tragic betrayal of House Atreides is driven by his love for his captive wife and his desire for revenge against Baron Harkonnen.
-
D.
Kuo-Chen Huang
Kuo-Chen Huang was a physicist whose work on electron–phonon coupling in solids led to the formulation of the Huang–Rhys factor in solid-state spectroscopy.
-
E.
Alfred Chuang
Alfred Chuang is a Chinese-American technology entrepreneur best known as the co-founder and former CEO of enterprise software company BEA Systems.
- 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: Dr. Lui Cheng Triple: [Morgan, character, Dr. Lui Cheng]
Generated description
Dr. Lui Cheng is a fictional character named in association with Morgan, likely appearing in a narrative work such as a film, television series, or novel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dr. Lui Cheng Target entity description: Dr. Lui Cheng is a fictional character named in association with Morgan, likely appearing in a narrative work such as a film, television series, or novel.
-
A.
Yuan-Cheng Fung
Yuan-Cheng Fung was a pioneering bioengineer often regarded as the "father of modern biomechanics" for his foundational contributions to the mechanics of living tissues.
-
B.
Yu-Chi Ho
Yu-Chi Ho is a prominent control theorist and engineer known for his pioneering contributions to optimal control, dynamic systems, and game theory.
-
C.
Dr. Wellington Yueh
Dr. Wellington Yueh is a conflicted Suk doctor in Frank Herbert's Dune whose tragic betrayal of House Atreides is driven by his love for his captive wife and his desire for revenge against Baron Harkonnen.
-
D.
Kuo-Chen Huang
Kuo-Chen Huang was a physicist whose work on electron–phonon coupling in solids led to the formulation of the Huang–Rhys factor in solid-state spectroscopy.
-
E.
Alfred Chuang
Alfred Chuang is a Chinese-American technology entrepreneur best known as the co-founder and former CEO of enterprise software company BEA Systems.
- 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96df3b2f88190b37b696400178795 |
completed | April 10, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684f750a08190abf6122baa579bc4 |
completed | May 2, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_69f6890782c48190ae93866cf39b1c25 |
completed | May 2, 2026, 11:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f68976b60881908abf5b69b8c37e6e |
completed | May 2, 2026, 11:32 p.m. |
Created at: April 9, 2026, 5:28 p.m.