Triple
T838720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephen Crane |
E18127
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object |
Active Service
"Active Service" is a lesser-known novel by American author Stephen Crane that explores themes of war, duty, and personal transformation.
|
E100538
|
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: Active Service | Statement: [Stephen Crane, wrote, Active Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Active Service Context triple: [Stephen Crane, wrote, Active Service]
-
A.
Active Cosmetics Division
Active Cosmetics Division is a L'Oréal business unit specializing in dermatological skincare brands often distributed through pharmacies and healthcare professionals.
-
B.
SVC
SVC is scikit-learn’s implementation of a Support Vector Machine classifier used for supervised learning tasks such as binary and multiclass classification.
-
C.
Service Broker
Service Broker is a SQL Server feature that provides native support for reliable, asynchronous messaging and queuing within database applications.
-
D.
Internal Military Service
Internal Military Service was a security and military police formation within the Polish People’s Army responsible for internal order, discipline, and political control in communist-era Poland.
-
E.
CHED
CHED is the commonly used abbreviation for the Division of Chemical Education, a professional organization focused on advancing the teaching and learning of chemistry.
- 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: Active Service Triple: [Stephen Crane, wrote, Active Service]
Generated description
"Active Service" is a lesser-known novel by American author Stephen Crane that explores themes of war, duty, and personal transformation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Active Service Target entity description: "Active Service" is a lesser-known novel by American author Stephen Crane that explores themes of war, duty, and personal transformation.
-
A.
Active Cosmetics Division
Active Cosmetics Division is a L'Oréal business unit specializing in dermatological skincare brands often distributed through pharmacies and healthcare professionals.
-
B.
SVC
SVC is scikit-learn’s implementation of a Support Vector Machine classifier used for supervised learning tasks such as binary and multiclass classification.
-
C.
Service Broker
Service Broker is a SQL Server feature that provides native support for reliable, asynchronous messaging and queuing within database applications.
-
D.
Internal Military Service
Internal Military Service was a security and military police formation within the Polish People’s Army responsible for internal order, discipline, and political control in communist-era Poland.
-
E.
CHED
CHED is the commonly used abbreviation for the Division of Chemical Education, a professional organization focused on advancing the teaching and learning of chemistry.
- 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_69a49389f44881909a608fb27d89f247 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4abd0e8bc8190afe29cd4745c2f86 |
completed | March 1, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7929860f081909c86f84d7cfe6acb |
completed | March 4, 2026, 2:02 a.m. |
| NEDg | Description generation | batch_69a796370f388190b23cd19cc3fa5a3b |
completed | March 4, 2026, 2:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a796bee5388190ab0abf0bfa08ad97 |
completed | March 4, 2026, 2:19 a.m. |
Created at: March 1, 2026, 7:38 p.m.