Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002449

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003957

distance 0.278 · cross-district

#2 · Parbhanicell 4890002207

distance 0.289 · cross-district

#3 · Solapurcell 4960011104

distance 0.298 · cross-district

#4 · Nagpurcell 4840003961

distance 0.309 · cross-district

#5 · Amravaticell 4680002788

distance 0.314 · cross-district

#6 · Nagpurcell 4840003281

distance 0.315 · cross-district

#7 · Nagpurcell 4840003297

distance 0.317 · cross-district

#8 · Chandrapurcell 4730004321

distance 0.322

#9 · Nagpurcell 4840005339

distance 0.324 · cross-district

#10 · Jalgaoncell 4780005888

distance 0.33 · cross-district

#11 · Gadchirolicell 4750009010

distance 0.33 · cross-district

#12 · Jalgaoncell 4780005744

distance 0.343 · cross-district

#13 · Nagpurcell 4840006719

distance 0.345 · cross-district

#14 · Nagpurcell 4840004601

distance 0.347 · cross-district

#15 · Nagpurcell 4840004381

distance 0.348 · cross-district

#16 · Nagpurcell 4840003198

distance 0.357 · cross-district

#17 · Yavatmalcell 5000003252

distance 0.358 · cross-district

#18 · Nagpurcell 4840004388

distance 0.362 · 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":4730002449}}}'

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.