Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007296

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008053

distance 0.141

#2 · Chandrapurcell 4730007746

distance 0.173

#3 · Wardhacell 4980000663

distance 0.183 · cross-district

#4 · Chandrapurcell 4730007525

distance 0.189

#5 · Chandrapurcell 4730007641

distance 0.19

#6 · Wardhacell 4980001379

distance 0.192 · cross-district

#7 · Wardhacell 4980000600

distance 0.2 · cross-district

#8 · Wardhacell 4980000413

distance 0.202 · cross-district

#9 · Chandrapurcell 4730007752

distance 0.211

#10 · Chandrapurcell 4730008314

distance 0.211

#11 · Chandrapurcell 4730008052

distance 0.215

#12 · Chandrapurcell 4730009160

distance 0.216

#13 · Wardhacell 4980000820

distance 0.217 · cross-district

#14 · Buldhanacell 4720002662

distance 0.218 · cross-district

#15 · Wardhacell 4980001996

distance 0.219 · cross-district

#16 · Wardhacell 4980001484

distance 0.22 · cross-district

#17 · Chandrapurcell 4730007769

distance 0.22

#18 · Wardhacell 4980000671

distance 0.223 · cross-district

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":4730007296}}}'

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.