Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006005

The MH-36 locality cells most similar to this Chandrapur 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006238

distance 0.124

#2 · Chandrapurcell 4730005572

distance 0.139

#3 · Chandrapurcell 4730006009

distance 0.146

#4 · Chandrapurcell 4730005467

distance 0.15

#5 · Chandrapurcell 4730005782

distance 0.168

#6 · Chandrapurcell 4730003594

distance 0.168

#7 · Chandrapurcell 4730005466

distance 0.18

#8 · Chandrapurcell 4730003836

distance 0.185

#9 · Chandrapurcell 4730005673

distance 0.185

#10 · Chandrapurcell 4730007355

distance 0.188

#11 · Chandrapurcell 4730004885

distance 0.19

#12 · Chandrapurcell 4730005159

distance 0.191

#13 · Wardhacell 4980000017

distance 0.191 · cross-district

#14 · Chandrapurcell 4730006124

distance 0.192

#15 · Chandrapurcell 4730003835

distance 0.198

#16 · Chandrapurcell 4730004310

distance 0.202

#17 · Chandrapurcell 4730007685

distance 0.212

#18 · Chandrapurcell 4730007008

distance 0.216

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":473,"cluster_id":4730006005}}}'

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.