Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009323

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000432

distance 0.284 · cross-district

#2 · Nagpurcell 4840006006

distance 0.336 · cross-district

#3 · Gondiacell 4760000985

distance 0.355 · cross-district

#4 · Chandrapurcell 4730009389

distance 0.357

#5 · Chandrapurcell 4730009117

distance 0.369

#6 · Nagpurcell 4840006927

distance 0.392 · cross-district

#7 · Nagpurcell 4840003555

distance 0.397 · cross-district

#8 · Dhulecell 4740000157

distance 0.41 · cross-district

#9 · Chandrapurcell 4730008976

distance 0.413

#10 · Dhulecell 4740000282

distance 0.413 · cross-district

#11 · Chandrapurcell 4730008301

distance 0.42

#12 · Chandrapurcell 4730009703

distance 0.429

#13 · Nagpurcell 4840003455

distance 0.433 · cross-district

#14 · Bhandaracell 4710000912

distance 0.438 · cross-district

#15 · Nagpurcell 4840003544

distance 0.438 · cross-district

#16 · Jalgaoncell 4780003749

distance 0.443 · cross-district

#17 · Nagpurcell 4840007422

distance 0.444 · cross-district

#18 · Dhulecell 4740002538

distance 0.445 · 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":4730009323}}}'

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.