Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003313

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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003318

distance 0.233

#2 · Yavatmalcell 5000005815

distance 0.401 · cross-district

#3 · Nagpurcell 4840003376

distance 0.46 · cross-district

#4 · Nagpurcell 4840003200

distance 0.465 · cross-district

#5 · Chandrapurcell 4730003247

distance 0.487

#6 · Amravaticell 4680002787

distance 0.498 · cross-district

#7 · Solapurcell 4960005206

distance 0.505 · cross-district

#8 · Chandrapurcell 4730002512

distance 0.506

#9 · Washimcell 4990001404

distance 0.508 · cross-district

#10 · Sanglicell 4930000184

distance 0.514 · cross-district

#11 · Dhulecell 4740001186

distance 0.519 · cross-district

#12 · Nagpurcell 4840004393

distance 0.519 · cross-district

#13 · Nagpurcell 4840004490

distance 0.532 · cross-district

#14 · Beedcell 4700001328

distance 0.532 · cross-district

#15 · Nandedcell 4850005198

distance 0.535 · cross-district

#16 · Amravaticell 4680002061

distance 0.546 · cross-district

#17 · Nagpurcell 4840004280

distance 0.552 · cross-district

#18 · Ahmednagarcell 4660004946

distance 0.554 · 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":4730003313}}}'

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.