Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000237

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.318

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000266

distance 0.318

#2 · Punecell 4900003396

distance 0.379 · cross-district

#3 · Punecell 4900003518

distance 0.38 · cross-district

#4 · Punecell 4900004356

distance 0.383 · cross-district

#5 · Punecell 4900003651

distance 0.387 · cross-district

#6 · Punecell 4900003258

distance 0.388 · cross-district

#7 · Punecell 4900003527

distance 0.394 · cross-district

#8 · Punecell 4900003259

distance 0.401 · cross-district

#9 · Punecell 4900004493

distance 0.408 · cross-district

#10 · Bhandaracell 4710003574

distance 0.411 · cross-district

#11 · Gondiacell 4760004024

distance 0.412 · cross-district

#12 · Punecell 4900003519

distance 0.413 · cross-district

#13 · Kolhapurcell 4800000176

distance 0.42

#14 · Thanecell 4970002301

distance 0.42 · cross-district

#15 · Gondiacell 4760003664

distance 0.424 · cross-district

#16 · Bhandaracell 4710001980

distance 0.425 · cross-district

#17 · Thanecell 4970002149

distance 0.426 · cross-district

#18 · Punecell 4900003131

distance 0.427 · 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":4800000237}}}'

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.