Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004801

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

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004609

distance 0.236

#2 · Sanglicell 4930000906

distance 0.239 · cross-district

#3 · Solapurcell 4960007788

distance 0.281 · cross-district

#4 · Amravaticell 4680003786

distance 0.282 · cross-district

#5 · Kolhapurcell 4800005051

distance 0.288

#6 · Kolhapurcell 4800004956

distance 0.294

#7 · Punecell 4900004315

distance 0.301 · cross-district

#8 · Kolhapurcell 4800004124

distance 0.307

#9 · Sataracell 4940006584

distance 0.309 · cross-district

#10 · Punecell 4900002502

distance 0.312 · cross-district

#11 · Kolhapurcell 4800005314

distance 0.314

#12 · Punecell 4900004316

distance 0.322 · cross-district

#13 · Kolhapurcell 4800002726

distance 0.322

#14 · Sanglicell 4930000913

distance 0.322 · cross-district

#15 · Kolhapurcell 4800004036

distance 0.323

#16 · Sanglicell 4930000176

distance 0.323 · cross-district

#17 · Kolhapurcell 4800003777

distance 0.325

#18 · Sanglicell 4930007123

distance 0.332 · 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":4800004801}}}'

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.