Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001034

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

0.066

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001126

distance 0.066

#2 · Chandrapurcell 4730000614

distance 0.079

#3 · Chandrapurcell 4730000950

distance 0.093

#4 · Chandrapurcell 4730001306

distance 0.099

#5 · Chandrapurcell 4730001130

distance 0.102

#6 · Chandrapurcell 4730000697

distance 0.11

#7 · Chandrapurcell 4730001220

distance 0.111

#8 · Chandrapurcell 4730001129

distance 0.111

#9 · Chandrapurcell 4730000693

distance 0.112

#10 · Chandrapurcell 4730000862

distance 0.116

#11 · Chandrapurcell 4730001398

distance 0.118

#12 · Chandrapurcell 4730000775

distance 0.121

#13 · Chandrapurcell 4730001397

distance 0.125

#14 · Chandrapurcell 4730001041

distance 0.13

#15 · Chandrapurcell 4730001307

distance 0.13

#16 · Chandrapurcell 4730000858

distance 0.131

#17 · Chandrapurcell 4730001128

distance 0.139

#18 · Chandrapurcell 4730000857

distance 0.14

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":4730001034}}}'

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.