Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004172

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004271

distance 0.083

#2 · Chandrapurcell 4730004088

distance 0.089

#3 · Chandrapurcell 4730004084

distance 0.089

#4 · Chandrapurcell 4730003805

distance 0.091

#5 · Chandrapurcell 4730004177

distance 0.093

#6 · Chandrapurcell 4730003895

distance 0.097

#7 · Chandrapurcell 4730003988

distance 0.097

#8 · Chandrapurcell 4730003269

distance 0.097

#9 · Chandrapurcell 4730004176

distance 0.1

#10 · Chandrapurcell 4730004163

distance 0.1

#11 · Chandrapurcell 4730004262

distance 0.101

#12 · Chandrapurcell 4730004362

distance 0.101

#13 · Chandrapurcell 4730004275

distance 0.103

#14 · Chandrapurcell 4730003133

distance 0.104

#15 · Chandrapurcell 4730002852

distance 0.104

#16 · Chandrapurcell 4730004162

distance 0.105

#17 · Chandrapurcell 4730004273

distance 0.105

#18 · Chandrapurcell 4730002996

distance 0.106

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":4730004172}}}'

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.