Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005033

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.337

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009318

distance 0.337

#2 · Jalgaoncell 4780003137

distance 0.344 · cross-district

#3 · Chandrapurcell 4730007224

distance 0.365

#4 · Yavatmalcell 5000001831

distance 0.369 · cross-district

#5 · Parbhanicell 4890000985

distance 0.372 · cross-district

#6 · Parbhanicell 4890001284

distance 0.373 · cross-district

#7 · Chandrapurcell 4730008655

distance 0.374

#8 · Chandrapurcell 4730005898

distance 0.377

#9 · Chandrapurcell 4730005900

distance 0.381

#10 · Ahmednagarcell 4660013997

distance 0.383 · cross-district

#11 · Chandrapurcell 4730007008

distance 0.389

#12 · Chandrapurcell 4730008659

distance 0.392

#13 · Chandrapurcell 4730000346

distance 0.394

#14 · Bhandaracell 4710000118

distance 0.4 · cross-district

#15 · Chandrapurcell 4730006428

distance 0.4

#16 · Nagpurcell 4840001613

distance 0.402 · cross-district

#17 · Chandrapurcell 4730006671

distance 0.405

#18 · Parbhanicell 4890000862

distance 0.408 · 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":4730005033}}}'

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.