Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002823

The MH-36 locality cells most similar to this Kolhapur 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

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001223

distance 0.314 · cross-district

#2 · Sanglicell 4930003331

distance 0.323 · cross-district

#3 · Beedcell 4700006636

distance 0.324 · cross-district

#4 · Sataracell 4940006690

distance 0.341 · cross-district

#5 · Kolhapurcell 4800002746

distance 0.343

#6 · Sataracell 4940001109

distance 0.344 · cross-district

#7 · Kolhapurcell 4800001071

distance 0.347

#8 · Sataracell 4940005694

distance 0.355 · cross-district

#9 · Sataracell 4940001113

distance 0.356 · cross-district

#10 · Kolhapurcell 4800002833

distance 0.358

#11 · Sataracell 4940006261

distance 0.359 · cross-district

#12 · Parbhanicell 4890002639

distance 0.359 · cross-district

#13 · Kolhapurcell 4800001129

distance 0.361

#14 · Sataracell 4940001189

distance 0.368 · cross-district

#15 · Ahmednagarcell 4660011874

distance 0.369 · cross-district

#16 · Hingolicell 4770003899

distance 0.37 · cross-district

#17 · Hingolicell 4770000902

distance 0.377 · cross-district

#18 · Dharashivcell 4880000335

distance 0.377 · 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":480,"cluster_id":4800002823}}}'

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.