Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002606

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002795

distance 0.189

#2 · Jalgaoncell 4780004880

distance 0.191 · cross-district

#3 · Jalgaoncell 4780004395

distance 0.191 · cross-district

#4 · Amravaticell 4680001074

distance 0.195 · cross-district

#5 · Chandrapurcell 4730001649

distance 0.197

#6 · Chandrapurcell 4730007065

distance 0.197

#7 · Chandrapurcell 4730002476

distance 0.198

#8 · Akolacell 4670000554

distance 0.2 · cross-district

#9 · Jalgaoncell 4780006232

distance 0.202 · cross-district

#10 · Jalgaoncell 4780005640

distance 0.204 · cross-district

#11 · Amravaticell 4680000939

distance 0.206 · cross-district

#12 · Chandrapurcell 4730000430

distance 0.207

#13 · Jalgaoncell 4780005519

distance 0.208 · cross-district

#14 · Jalgaoncell 4780006385

distance 0.209 · cross-district

#15 · Washimcell 4990004154

distance 0.21 · cross-district

#16 · Amravaticell 4680000058

distance 0.21 · cross-district

#17 · Jalgaoncell 4780004763

distance 0.211 · cross-district

#18 · Jalgaoncell 4780004636

distance 0.211 · 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":4730002606}}}'

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.