Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001682

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002506

distance 0.295

#2 · Chandrapurcell 4730006940

distance 0.302

#3 · Jalgaoncell 4780004591

distance 0.317 · cross-district

#4 · Nagpurcell 4840003786

distance 0.322 · cross-district

#5 · Gadchirolicell 4750006524

distance 0.326 · cross-district

#6 · Jalgaoncell 4780008797

distance 0.327 · cross-district

#7 · Washimcell 4990000539

distance 0.329 · cross-district

#8 · Beedcell 4700001209

distance 0.334 · cross-district

#9 · Wardhacell 4980000196

distance 0.336 · cross-district

#10 · Chandrapurcell 4730002085

distance 0.34

#11 · Chhatrapati Sambhajinagarcell 4690001485

distance 0.343 · cross-district

#12 · Nashikcell 4870004846

distance 0.346 · cross-district

#13 · Nagpurcell 4840006362

distance 0.346 · cross-district

#14 · Ahmednagarcell 4660012791

distance 0.347 · cross-district

#15 · Chandrapurcell 4730004588

distance 0.347

#16 · Gadchirolicell 4750005592

distance 0.347 · cross-district

#17 · Chandrapurcell 4730004587

distance 0.347

#18 · Jalgaoncell 4780004453

distance 0.349 · 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":4730001682}}}'

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.