Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008251

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007875

distance 0.119

#2 · Chandrapurcell 4730008071

distance 0.147

#3 · Wardhacell 4980001497

distance 0.152 · cross-district

#4 · Wardhacell 4980001397

distance 0.164 · cross-district

#5 · Wardhacell 4980001210

distance 0.166 · cross-district

#6 · Chandrapurcell 4730005853

distance 0.169

#7 · Chandrapurcell 4730005938

distance 0.169

#8 · Wardhacell 4980001398

distance 0.17 · cross-district

#9 · Wardhacell 4980001209

distance 0.171 · cross-district

#10 · Wardhacell 4980000839

distance 0.176 · cross-district

#11 · Wardhacell 4980001495

distance 0.178 · cross-district

#12 · Wardhacell 4980000929

distance 0.182 · cross-district

#13 · Wardhacell 4980001390

distance 0.183 · cross-district

#14 · Wardhacell 4980001494

distance 0.183 · cross-district

#15 · Chandrapurcell 4730007419

distance 0.183

#16 · Chandrapurcell 4730008409

distance 0.183

#17 · Chandrapurcell 4730007306

distance 0.187

#18 · Chandrapurcell 4730006053

distance 0.188

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":4730008251}}}'

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.