Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006474

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008493

distance 0.266

#2 · Gadchirolicell 4750009526

distance 0.297 · cross-district

#3 · Nagpurcell 4840005161

distance 0.319 · cross-district

#4 · Nagpurcell 4840004584

distance 0.331 · cross-district

#5 · Nagpurcell 4840005846

distance 0.336 · cross-district

#6 · Wardhacell 4980003288

distance 0.337 · cross-district

#7 · Gondiacell 4760000987

distance 0.338 · cross-district

#8 · Wardhacell 4980004118

distance 0.347 · cross-district

#9 · Wardhacell 4980000603

distance 0.348 · cross-district

#10 · Wardhacell 4980003296

distance 0.348 · cross-district

#11 · Amravaticell 4680001250

distance 0.349 · cross-district

#12 · Amravaticell 4680007813

distance 0.352 · cross-district

#13 · Buldhanacell 4720003021

distance 0.352 · cross-district

#14 · Jalnacell 4790005961

distance 0.354 · cross-district

#15 · Wardhacell 4980003676

distance 0.357 · cross-district

#16 · Jalgaoncell 4780000494

distance 0.357 · cross-district

#17 · Nagpurcell 4840005976

distance 0.362 · cross-district

#18 · Jalgaoncell 4780006238

distance 0.363 · 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":4730006474}}}'

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.