Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002821

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002816

distance 0.173

#2 · Jalgaoncell 4780005073

distance 0.218 · cross-district

#3 · Chandrapurcell 4730002572

distance 0.236

#4 · Chandrapurcell 4730002815

distance 0.248

#5 · Yavatmalcell 5000003398

distance 0.264 · cross-district

#6 · Beedcell 4700008543

distance 0.274 · cross-district

#7 · Chandrapurcell 4730003374

distance 0.281

#8 · Hingolicell 4770002405

distance 0.283 · cross-district

#9 · Chandrapurcell 4730002758

distance 0.288

#10 · Chandrapurcell 4730003858

distance 0.29

#11 · Jalgaoncell 4780004712

distance 0.298 · cross-district

#12 · Yavatmalcell 5000004465

distance 0.3 · cross-district

#13 · Yavatmalcell 5000002763

distance 0.302 · cross-district

#14 · Chandrapurcell 4730002634

distance 0.303

#15 · Parbhanicell 4890002038

distance 0.307 · cross-district

#16 · Parbhanicell 4890001337

distance 0.308 · cross-district

#17 · Yavatmalcell 5000001780

distance 0.308 · cross-district

#18 · Solapurcell 4960005608

distance 0.311 · 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":4730002821}}}'

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.