Triple
T4595340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skid Row |
E100188
|
entity |
| Predicate | hasSocialServiceProvider |
P13887
|
FINISHED |
| Object |
LAMP Community
LAMP Community is a nonprofit organization that provides housing, mental health care, and supportive services to unhoused and vulnerable individuals in the Skid Row area of Los Angeles.
|
E458365
|
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: LAMP Community | Statement: [Skid Row, hasSocialServiceProvider, LAMP Community]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LAMP Community Context triple: [Skid Row, hasSocialServiceProvider, LAMP Community]
-
A.
LAMP stack
The LAMP stack is a popular open-source web development platform consisting of Linux, Apache, MySQL, and PHP (or Perl/Python) used to build and deploy dynamic websites and applications.
-
B.
Perl community
The Perl community is a global, collaborative network of programmers, users, and contributors who develop, maintain, and support the Perl programming language and its ecosystem.
-
C.
Python community
The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
-
D.
The PHP Group
The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
-
E.
DrupalCamp
DrupalCamp is a community-organized conference focused on the Drupal content management system, featuring sessions, workshops, and networking for developers, designers, and users.
- 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: LAMP Community Triple: [Skid Row, hasSocialServiceProvider, LAMP Community]
Generated description
LAMP Community is a nonprofit organization that provides housing, mental health care, and supportive services to unhoused and vulnerable individuals in the Skid Row area of Los Angeles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LAMP Community Target entity description: LAMP Community is a nonprofit organization that provides housing, mental health care, and supportive services to unhoused and vulnerable individuals in the Skid Row area of Los Angeles.
-
A.
LAMP stack
The LAMP stack is a popular open-source web development platform consisting of Linux, Apache, MySQL, and PHP (or Perl/Python) used to build and deploy dynamic websites and applications.
-
B.
Perl community
The Perl community is a global, collaborative network of programmers, users, and contributors who develop, maintain, and support the Perl programming language and its ecosystem.
-
C.
Python community
The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
-
D.
The PHP Group
The PHP Group is the organization responsible for maintaining and advancing the PHP programming language and its official implementation.
-
E.
DrupalCamp
DrupalCamp is a community-organized conference focused on the Drupal content management system, featuring sessions, workshops, and networking for developers, designers, and users.
- 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_69bd43cbc014819098b45f435908f88a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6234e8108190b985270b9ddd1f3a |
completed | March 20, 2026, 3:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa4552148190be200be028ef3fdd |
completed | March 21, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_69bdfb36a18481908bb566db970b101a |
completed | March 21, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfbc9bea48190a8a0bf13c6fa7191 |
completed | March 21, 2026, 2 a.m. |
Created at: March 20, 2026, 1:11 p.m.