Triple
T6499251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langfang |
E148838
|
entity |
| Predicate | hasIndustrialZone |
P13026
|
FINISHED |
| Object |
Langfang Economic and Technological Development Zone
Langfang Economic and Technological Development Zone is a state-level industrial and high-tech development area in Langfang, Hebei Province, China, focused on attracting investment and fostering modern manufacturing and technology-driven industries.
|
E600327
|
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: Langfang Economic and Technological Development Zone | Statement: [Langfang, hasIndustrialZone, Langfang Economic and Technological Development Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langfang Economic and Technological Development Zone Context triple: [Langfang, hasIndustrialZone, Langfang Economic and Technological Development Zone]
-
A.
Beijing Economic-Technological Development Area
Beijing Economic-Technological Development Area is a major industrial and high-tech zone in southeastern Beijing, known for its concentration of advanced manufacturing, technology companies, and modern infrastructure.
-
B.
Xiong’an New Area
Xiong’an New Area is a state-level, master-planned urban development zone in Hebei Province, China, envisioned as a major innovation and administrative hub to help relieve non-capital functions from Beijing.
-
C.
Zizhu National High-Tech Industrial Development Zone
Zizhu National High-Tech Industrial Development Zone is a major technology and innovation park in Shanghai that hosts research institutions, high-tech enterprises, and university campuses.
-
D.
Xinzhuang Industrial Park
Xinzhuang Industrial Park is a major industrial and technological development zone located in Shanghai’s Minhang District, hosting a concentration of manufacturing and high-tech enterprises.
-
E.
Shougang Industrial Park
Shougang Industrial Park is a redeveloped former steel mill area in Beijing that has been transformed into a mixed-use cultural, sports, and innovation district.
- 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: Langfang Economic and Technological Development Zone Triple: [Langfang, hasIndustrialZone, Langfang Economic and Technological Development Zone]
Generated description
Langfang Economic and Technological Development Zone is a state-level industrial and high-tech development area in Langfang, Hebei Province, China, focused on attracting investment and fostering modern manufacturing and technology-driven industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langfang Economic and Technological Development Zone Target entity description: Langfang Economic and Technological Development Zone is a state-level industrial and high-tech development area in Langfang, Hebei Province, China, focused on attracting investment and fostering modern manufacturing and technology-driven industries.
-
A.
Beijing Economic-Technological Development Area
Beijing Economic-Technological Development Area is a major industrial and high-tech zone in southeastern Beijing, known for its concentration of advanced manufacturing, technology companies, and modern infrastructure.
-
B.
Xiong’an New Area
Xiong’an New Area is a state-level, master-planned urban development zone in Hebei Province, China, envisioned as a major innovation and administrative hub to help relieve non-capital functions from Beijing.
-
C.
Zizhu National High-Tech Industrial Development Zone
Zizhu National High-Tech Industrial Development Zone is a major technology and innovation park in Shanghai that hosts research institutions, high-tech enterprises, and university campuses.
-
D.
Xinzhuang Industrial Park
Xinzhuang Industrial Park is a major industrial and technological development zone located in Shanghai’s Minhang District, hosting a concentration of manufacturing and high-tech enterprises.
-
E.
Shougang Industrial Park
Shougang Industrial Park is a redeveloped former steel mill area in Beijing that has been transformed into a mixed-use cultural, sports, and innovation district.
- 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_69c687e9ad288190bae5bcac9c8ac855 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c68ad1c46c819089db43e7c3a8d160 |
completed | March 27, 2026, 1:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb1f649c8190bcc26f15d7a4faca |
completed | March 27, 2026, 6:23 p.m. |
| NEDg | Description generation | batch_69c6cd03c56c8190a0e7c69597ab8c83 |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdfc23988190a4062abbcc312cb4 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:41 p.m.