Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002575

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003046

distance 0.305

#2 · Jalgaoncell 4780005468

distance 0.349 · cross-district

#3 · Yavatmalcell 5000009658

distance 0.375 · cross-district

#4 · Amravaticell 4680002685

distance 0.405 · cross-district

#5 · Amravaticell 4680002786

distance 0.415 · cross-district

#6 · Nashikcell 4870010976

distance 0.419 · cross-district

#7 · Nagpurcell 4840004074

distance 0.458 · cross-district

#8 · Akolacell 4670002156

distance 0.465 · cross-district

#9 · Parbhanicell 4890002931

distance 0.466 · cross-district

#10 · Nagpurcell 4840004176

distance 0.473 · cross-district

#11 · Nagpurcell 4840003293

distance 0.474 · cross-district

#12 · Akolacell 4670002152

distance 0.478 · cross-district

#13 · Wardhacell 4980002560

distance 0.488 · cross-district

#14 · Solapurcell 4960004911

distance 0.498 · cross-district

#15 · Nashikcell 4870010846

distance 0.501 · cross-district

#16 · Kolhapurcell 4800004615

distance 0.503 · cross-district

#17 · Yavatmalcell 5000002935

distance 0.503 · cross-district

#18 · Chandrapurcell 4730003180

distance 0.51

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":4730002575}}}'

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.