Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002997

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002995

distance 0.058

#2 · Chandrapurcell 4730003271

distance 0.072

#3 · Chandrapurcell 4730004269

distance 0.074

#4 · Chandrapurcell 4730003273

distance 0.077

#5 · Chandrapurcell 4730003992

distance 0.079

#6 · Chandrapurcell 4730004351

distance 0.081

#7 · Chandrapurcell 4730004255

distance 0.081

#8 · Chandrapurcell 4730002650

distance 0.105

#9 · Chandrapurcell 4730004180

distance 0.106

#10 · Chandrapurcell 4730003704

distance 0.107

#11 · Chandrapurcell 4730003205

distance 0.108

#12 · Chandrapurcell 4730004159

distance 0.109

#13 · Chandrapurcell 4730003137

distance 0.116

#14 · Chandrapurcell 4730003471

distance 0.119

#15 · Chandrapurcell 4730002844

distance 0.12

#16 · Chandrapurcell 4730003139

distance 0.122

#17 · Chandrapurcell 4730003063

distance 0.124

#18 · Chandrapurcell 4730003805

distance 0.128

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":4730002997}}}'

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.