Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003942

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.289

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003943

distance 0.289

#2 · Chandrapurcell 4730002318

distance 0.361

#3 · Chandrapurcell 4730002247

distance 0.419

#4 · Akolacell 4670004562

distance 0.446 · cross-district

#5 · Chandrapurcell 4730002179

distance 0.449

#6 · Chandrapurcell 4730003617

distance 0.459

#7 · Yavatmalcell 5000002615

distance 0.471 · cross-district

#8 · Parbhanicell 4890001639

distance 0.484 · cross-district

#9 · Beedcell 4700008666

distance 0.492 · cross-district

#10 · Beedcell 4700008728

distance 0.498 · cross-district

#11 · Jalgaoncell 4780007891

distance 0.498 · cross-district

#12 · Jalnacell 4790000327

distance 0.499 · cross-district

#13 · Beedcell 4700009057

distance 0.501 · cross-district

#14 · Chandrapurcell 4730003783

distance 0.505

#15 · Yavatmalcell 5000005824

distance 0.508 · cross-district

#16 · Akolacell 4670000071

distance 0.513 · cross-district

#17 · Nandurbarcell 4860004888

distance 0.513 · cross-district

#18 · Jalgaoncell 4780006818

distance 0.514 · 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":4730003942}}}'

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.