Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004539

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000394

distance 0.142 · cross-district

#2 · Punecell 4900004047

distance 0.243 · cross-district

#3 · Punecell 4900003762

distance 0.248 · cross-district

#4 · Kolhapurcell 4800004452

distance 0.282

#5 · Kolhapurcell 4800005722

distance 0.285

#6 · Kolhapurcell 4800004625

distance 0.287

#7 · Kolhapurcell 4800003548

distance 0.289

#8 · Kolhapurcell 4800004630

distance 0.298

#9 · Akolacell 4670001744

distance 0.298 · cross-district

#10 · Kolhapurcell 4800003970

distance 0.301

#11 · Kolhapurcell 4800004626

distance 0.301

#12 · Sanglicell 4930000210

distance 0.302 · cross-district

#13 · Ahmednagarcell 4660004097

distance 0.303 · cross-district

#14 · Punecell 4900000118

distance 0.307 · cross-district

#15 · Punecell 4900000212

distance 0.317 · cross-district

#16 · Sataracell 4940006815

distance 0.318 · cross-district

#17 · Kolhapurcell 4800004711

distance 0.321

#18 · Kolhapurcell 4800004450

distance 0.321

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":4800004539}}}'

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.