Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005484

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005319

distance 0.218

#2 · Sataracell 4940005078

distance 0.266 · cross-district

#3 · Kolhapurcell 4800004967

distance 0.288

#4 · Sataracell 4940000663

distance 0.291 · cross-district

#5 · Sataracell 4940008689

distance 0.299 · cross-district

#6 · Kolhapurcell 4800005649

distance 0.302

#7 · Sataracell 4940008752

distance 0.313 · cross-district

#8 · Solapurcell 4960009180

distance 0.315 · cross-district

#9 · Kolhapurcell 4800004712

distance 0.322

#10 · Solapurcell 4960011649

distance 0.327 · cross-district

#11 · Dharashivcell 4880000281

distance 0.33 · cross-district

#12 · Sataracell 4940007618

distance 0.334 · cross-district

#13 · Amravaticell 4680005271

distance 0.337 · cross-district

#14 · Punecell 4900000360

distance 0.34 · cross-district

#15 · Kolhapurcell 4800004372

distance 0.342

#16 · Punecell 4900006741

distance 0.344 · cross-district

#17 · Sataracell 4940003988

distance 0.348 · cross-district

#18 · Sataracell 4940005372

distance 0.35 · 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":4800005484}}}'

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.