Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003998

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.05

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003834

distance 0.05

#2 · Sanglicell 4930002293

distance 0.079

#3 · Sanglicell 4930003305

distance 0.08

#4 · Sanglicell 4930002462

distance 0.084

#5 · Sanglicell 4930002971

distance 0.107

#6 · Sanglicell 4930003831

distance 0.108

#7 · Sanglicell 4930005019

distance 0.109

#8 · Sanglicell 4930002123

distance 0.114

#9 · Sanglicell 4930002977

distance 0.125

#10 · Sanglicell 4930004613

distance 0.125

#11 · Sanglicell 4930004319

distance 0.126

#12 · Sanglicell 4930003826

distance 0.128

#13 · Sanglicell 4930003302

distance 0.128

#14 · Sanglicell 4930005022

distance 0.133

#15 · Sanglicell 4930005156

distance 0.135

#16 · Sanglicell 4930005403

distance 0.137

#17 · Sanglicell 4930005512

distance 0.14

#18 · Sanglicell 4930004469

distance 0.141

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930003998}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.