Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003033

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000875

distance 0.198

#2 · Chandrapurcell 4730004045

distance 0.199

#3 · Chandrapurcell 4730004140

distance 0.207

#4 · Chandrapurcell 4730000874

distance 0.222

#5 · Chandrapurcell 4730002026

distance 0.231

#6 · Chandrapurcell 4730004139

distance 0.241

#7 · Chandrapurcell 4730002154

distance 0.242

#8 · Yavatmalcell 5000002506

distance 0.243 · cross-district

#9 · Chandrapurcell 4730002686

distance 0.248

#10 · Jalgaoncell 4780004020

distance 0.251 · cross-district

#11 · Yavatmalcell 5000002376

distance 0.253 · cross-district

#12 · Nandedcell 4850002550

distance 0.255 · cross-district

#13 · Chandrapurcell 4730002222

distance 0.256

#14 · Chandrapurcell 4730003776

distance 0.257

#15 · Washimcell 4990000998

distance 0.258 · cross-district

#16 · Gadchirolicell 4750006702

distance 0.26 · cross-district

#17 · Yavatmalcell 5000002478

distance 0.261 · cross-district

#18 · Yavatmalcell 5000003570

distance 0.263 · 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":4730003033}}}'

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.