Triple
T2716627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GDB |
E59979
|
entity |
| Predicate | hasFrontend |
P41811
|
FINISHED |
| Object |
DDD
DDD is a graphical front-end interface for the GNU Debugger (GDB) that provides a visual environment for debugging programs.
|
E292732
|
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: DDD | Statement: [GDB, hasFrontend, DDD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DDD Context triple: [GDB, hasFrontend, DDD]
-
A.
DD
DD is the official vehicle registration code assigned to the Indian union territory of Dadra and Nagar Haveli and Daman and Diu.
-
B.
DD
DD is the stock ticker symbol for DuPont, a major American chemicals and materials company known for innovations such as nylon, Kevlar, and Teflon.
-
C.
DD
DD is the vehicle registration code used on license plates for the German city of Dresden.
-
D.
DDD (book)
DDD (book) refers to "Domain-Driven Design: Tackling Complexity in the Heart of Software," a foundational software engineering book by Eric Evans that introduced and popularized the domain-driven design approach.
-
E.
DDM
DDM was the ISO 4217 currency code for the East German mark, the official currency of the former German Democratic Republic.
- 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: DDD Triple: [GDB, hasFrontend, DDD]
Generated description
DDD is a graphical front-end interface for the GNU Debugger (GDB) that provides a visual environment for debugging programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DDD Target entity description: DDD is a graphical front-end interface for the GNU Debugger (GDB) that provides a visual environment for debugging programs.
-
A.
DD
DD is the official vehicle registration code assigned to the Indian union territory of Dadra and Nagar Haveli and Daman and Diu.
-
B.
DD
DD is the stock ticker symbol for DuPont, a major American chemicals and materials company known for innovations such as nylon, Kevlar, and Teflon.
-
C.
DD
DD is the vehicle registration code used on license plates for the German city of Dresden.
-
D.
DDD (book)
DDD (book) refers to "Domain-Driven Design: Tackling Complexity in the Heart of Software," a foundational software engineering book by Eric Evans that introduced and popularized the domain-driven design approach.
-
E.
DDM
DDM was the ISO 4217 currency code for the East German mark, the official currency of the former German Democratic Republic.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFrontend Context triple: [GDB, hasFrontend, DDD]
-
A.
hasFront
Indicates that an entity possesses or is associated with a front-facing side, surface, or portion.
-
B.
hasFrontColumns
Indicates that one entity possesses or features columns located at its front side.
-
C.
operatedOnFront
Indicates that an action or operation was performed specifically on the front side or front-facing part of an entity.
-
D.
hasFrontDesk
Indicates that one entity provides or is equipped with a front desk service or reception area for another entity.
-
E.
usedOnFront
Indicates that something is applied, displayed, or positioned on the front side or front-facing part of another object or entity.
- F. None of above. chosen
Provenance (7 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda964d4881908179b2a1b16411e4 |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb68c3ccc81909995d17651af27ed |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb77f60c08190928bd6a79fc82e8b |
completed | March 10, 2026, 6:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb8205840819084ede24192bb0aa3 |
completed | March 10, 2026, 6:20 a.m. |
| PD | Predicate disambiguation | batch_69abd8240920819087a812d816a55edb |
completed | March 7, 2026, 7:47 a.m. |
| PDg | Predicate description generation | batch_69abd949c120819099a9d56eb71a0339 |
completed | March 7, 2026, 7:52 a.m. |
Created at: March 6, 2026, 9:55 p.m.