Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006318

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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005334

distance 0.085

#2 · Chandrapurcell 4730006884

distance 0.101

#3 · Chandrapurcell 4730007215

distance 0.105

#4 · Chandrapurcell 4730005536

distance 0.112

#5 · Chandrapurcell 4730006771

distance 0.119

#6 · Chandrapurcell 4730006548

distance 0.123

#7 · Chandrapurcell 4730006997

distance 0.123

#8 · Chandrapurcell 4730006659

distance 0.132

#9 · Chandrapurcell 4730006550

distance 0.139

#10 · Bhandaracell 4710000201

distance 0.144 · cross-district

#11 · Chandrapurcell 4730006772

distance 0.147

#12 · Bhandaracell 4710000428

distance 0.147 · cross-district

#13 · Chandrapurcell 4730006106

distance 0.15

#14 · Chandrapurcell 4730006203

distance 0.151

#15 · Chandrapurcell 4730006996

distance 0.155

#16 · Chandrapurcell 4730006202

distance 0.158

#17 · Chandrapurcell 4730007237

distance 0.159

#18 · Chandrapurcell 4730005702

distance 0.159

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":4730006318}}}'

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.