Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007521

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006227

distance 0.149 · cross-district

#2 · Yavatmalcell 5000006225

distance 0.162 · cross-district

#3 · Yavatmalcell 5000006087

distance 0.167 · cross-district

#4 · Yavatmalcell 5000006369

distance 0.171 · cross-district

#5 · Yavatmalcell 5000007036

distance 0.171 · cross-district

#6 · Yavatmalcell 5000006084

distance 0.188 · cross-district

#7 · Wardhacell 4980003747

distance 0.19 · cross-district

#8 · Yavatmalcell 5000006361

distance 0.201 · cross-district

#9 · Yavatmalcell 5000002835

distance 0.208 · cross-district

#10 · Yavatmalcell 5000002578

distance 0.21 · cross-district

#11 · Chandrapurcell 4730007633

distance 0.217

#12 · Yavatmalcell 5000006373

distance 0.218 · cross-district

#13 · Yavatmalcell 5000006630

distance 0.223 · cross-district

#14 · Yavatmalcell 5000006161

distance 0.233 · cross-district

#15 · Chandrapurcell 4730007523

distance 0.236

#16 · Yavatmalcell 5000002570

distance 0.236 · cross-district

#17 · Yavatmalcell 5000009562

distance 0.237 · cross-district

#18 · Yavatmalcell 5000007531

distance 0.242 · 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":4730007521}}}'

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.