Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003652

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780003173

distance 0.265 · cross-district

#2 · Chandrapurcell 4730001553

distance 0.285

#3 · Amravaticell 4680000211

distance 0.29 · cross-district

#4 · Beedcell 4700005005

distance 0.296 · cross-district

#5 · Jalgaoncell 4780003500

distance 0.311 · cross-district

#6 · Beedcell 4700003063

distance 0.312 · cross-district

#7 · Chandrapurcell 4730001599

distance 0.315

#8 · Gadchirolicell 4750006458

distance 0.32 · cross-district

#9 · Nandedcell 4850002386

distance 0.322 · cross-district

#10 · Yavatmalcell 5000003289

distance 0.322 · cross-district

#11 · Chandrapurcell 4730001558

distance 0.325

#12 · Yavatmalcell 5000005512

distance 0.325 · cross-district

#13 · Yavatmalcell 5000002862

distance 0.326 · cross-district

#14 · Akolacell 4670000494

distance 0.328 · cross-district

#15 · Nandedcell 4850009027

distance 0.328 · cross-district

#16 · Yavatmalcell 5000007595

distance 0.329 · cross-district

#17 · Amravaticell 4680000053

distance 0.331 · cross-district

#18 · Akolacell 4670004230

distance 0.334 · 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":4730003652}}}'

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.