Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003783

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

0.326

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003539

distance 0.326

#2 · Chandrapurcell 4730003873

distance 0.363

#3 · Chandrapurcell 4730002246

distance 0.376

#4 · Chandrapurcell 4730002382

distance 0.376

#5 · Buldhanacell 4720000664

distance 0.407 · cross-district

#6 · Chandrapurcell 4730003782

distance 0.415

#7 · Ratnagiricell 4920003072

distance 0.42 · cross-district

#8 · Nandurbarcell 4860004952

distance 0.435 · cross-district

#9 · Chandrapurcell 4730002758

distance 0.439

#10 · Chandrapurcell 4730002510

distance 0.439

#11 · Chandrapurcell 4730003617

distance 0.448

#12 · Chandrapurcell 4730002903

distance 0.453

#13 · Jalgaoncell 4780006819

distance 0.457 · cross-district

#14 · Nagpurcell 4840003749

distance 0.458 · cross-district

#15 · Washimcell 4990003658

distance 0.461 · cross-district

#16 · Jalgaoncell 4780006511

distance 0.464 · cross-district

#17 · Jalgaoncell 4780006952

distance 0.464 · cross-district

#18 · Beedcell 4700004240

distance 0.465 · 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":4730003783}}}'

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.