Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006489

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.057

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006714

distance 0.057

#2 · Chandrapurcell 4730006702

distance 0.07

#3 · Chandrapurcell 4730007037

distance 0.073

#4 · Yavatmalcell 5000009034

distance 0.087 · cross-district

#5 · Chandrapurcell 4730007381

distance 0.088

#6 · Chandrapurcell 4730007493

distance 0.088

#7 · Yavatmalcell 5000009036

distance 0.089 · cross-district

#8 · Wardhacell 4980000064

distance 0.09 · cross-district

#9 · Yavatmalcell 5000008920

distance 0.09 · cross-district

#10 · Chandrapurcell 4730006830

distance 0.092

#11 · Yavatmalcell 5000008922

distance 0.092 · cross-district

#12 · Chandrapurcell 4730007173

distance 0.096

#13 · Yavatmalcell 5000009035

distance 0.098 · cross-district

#14 · Yavatmalcell 5000009376

distance 0.098 · cross-district

#15 · Yavatmalcell 5000008687

distance 0.099 · cross-district

#16 · Wardhacell 4980000080

distance 0.1 · cross-district

#17 · Yavatmalcell 5000008919

distance 0.101 · cross-district

#18 · Yavatmalcell 5000007685

distance 0.101 · 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":4730006489}}}'

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.