Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006459

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

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006568

distance 0.043

#2 · Chandrapurcell 4730006781

distance 0.051

#3 · Chandrapurcell 4730005555

distance 0.087

#4 · Chandrapurcell 4730006562

distance 0.12

#5 · Chandrapurcell 4730005771

distance 0.121

#6 · Chandrapurcell 4730006462

distance 0.128

#7 · Chandrapurcell 4730006680

distance 0.13

#8 · Chandrapurcell 4730006679

distance 0.133

#9 · Bhandaracell 4710000814

distance 0.133 · cross-district

#10 · Chandrapurcell 4730006564

distance 0.134

#11 · Bhandaracell 4710000694

distance 0.135 · cross-district

#12 · Chandrapurcell 4730005968

distance 0.135

#13 · Chandrapurcell 4730006790

distance 0.138

#14 · Chandrapurcell 4730006455

distance 0.14

#15 · Chandrapurcell 4730005528

distance 0.14

#16 · Chandrapurcell 4730005742

distance 0.141

#17 · Chandrapurcell 4730005741

distance 0.141

#18 · Chandrapurcell 4730005851

distance 0.142

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":4730006459}}}'

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.