Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005337

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008777

distance 0.234

#2 · Chandrapurcell 4730004956

distance 0.234

#3 · Nagpurcell 4840004940

distance 0.236 · cross-district

#4 · Gadchirolicell 4750010323

distance 0.246 · cross-district

#5 · Chandrapurcell 4730006667

distance 0.257

#6 · Jalgaoncell 4780004344

distance 0.258 · cross-district

#7 · Chandrapurcell 4730004469

distance 0.264

#8 · Gadchirolicell 4750011835

distance 0.264 · cross-district

#9 · Chandrapurcell 4730009068

distance 0.267

#10 · Jalgaoncell 4780004342

distance 0.268 · cross-district

#11 · Wardhacell 4980000335

distance 0.271 · cross-district

#12 · Wardhacell 4980000499

distance 0.271 · cross-district

#13 · Chandrapurcell 4730006543

distance 0.272

#14 · Nagpurcell 4840004817

distance 0.273 · cross-district

#15 · Jalgaoncell 4780001550

distance 0.274 · cross-district

#16 · Chandrapurcell 4730009256

distance 0.274

#17 · Chandrapurcell 4730002547

distance 0.274

#18 · Chandrapurcell 4730001192

distance 0.274

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":4730005337}}}'

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.