Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007750

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007569

distance 0.173

#2 · Chandrapurcell 4730002953

distance 0.233

#3 · Yavatmalcell 5000007857

distance 0.244 · cross-district

#4 · Wardhacell 4980000676

distance 0.252 · cross-district

#5 · Buldhanacell 4720002882

distance 0.268 · cross-district

#6 · Yavatmalcell 5000010490

distance 0.271 · cross-district

#7 · Chandrapurcell 4730006952

distance 0.271

#8 · Gondiacell 4760000655

distance 0.277 · cross-district

#9 · Wardhacell 4980001099

distance 0.278 · cross-district

#10 · Gadchirolicell 4750008160

distance 0.281 · cross-district

#11 · Solapurcell 4960002360

distance 0.284 · cross-district

#12 · Gondiacell 4760004267

distance 0.286 · cross-district

#13 · Gadchirolicell 4750008170

distance 0.287 · cross-district

#14 · Chandrapurcell 4730004695

distance 0.288

#15 · Chandrapurcell 4730004697

distance 0.291

#16 · Amravaticell 4680008620

distance 0.291 · cross-district

#17 · Wardhacell 4980001467

distance 0.291 · cross-district

#18 · Chandrapurcell 4730007638

distance 0.292

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":4730007750}}}'

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.