Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006830

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006998

distance 0.07

#2 · Sanglicell 4930007030

distance 0.079

#3 · Sataracell 4940002909

distance 0.093 · cross-district

#4 · Sanglicell 4930006906

distance 0.098

#5 · Sanglicell 4930006941

distance 0.122

#6 · Sataracell 4940003012

distance 0.129 · cross-district

#7 · Sanglicell 4930006643

distance 0.137

#8 · Sataracell 4940002228

distance 0.142 · cross-district

#9 · Sanglicell 4930006871

distance 0.143

#10 · Sanglicell 4930006968

distance 0.143

#11 · Sataracell 4940002220

distance 0.144 · cross-district

#12 · Sanglicell 4930006902

distance 0.149

#13 · Sanglicell 4930006945

distance 0.151

#14 · Sataracell 4940002904

distance 0.152 · cross-district

#15 · Sataracell 4940003013

distance 0.152 · cross-district

#16 · Sataracell 4940003810

distance 0.153 · cross-district

#17 · Sanglicell 4930006969

distance 0.155

#18 · Sataracell 4940002222

distance 0.156 · cross-district

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":4930006830}}}'

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.