Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004942

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.342

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003471

distance 0.342 · cross-district

#2 · Nandedcell 4850005195

distance 0.352 · cross-district

#3 · Jalgaoncell 4780001360

distance 0.363 · cross-district

#4 · Ahmednagarcell 4660012799

distance 0.365 · cross-district

#5 · Jalnacell 4790001308

distance 0.365 · cross-district

#6 · Solapurcell 4960009961

distance 0.367 · cross-district

#7 · Kolhapurcell 4800004681

distance 0.376

#8 · Ahmednagarcell 4660012661

distance 0.382 · cross-district

#9 · Sanglicell 4930002378

distance 0.385 · cross-district

#10 · Kolhapurcell 4800005837

distance 0.389

#11 · Nagpurcell 4840003199

distance 0.392 · cross-district

#12 · Laturcell 4810003573

distance 0.396 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690005174

distance 0.396 · cross-district

#14 · Kolhapurcell 4800004853

distance 0.397

#15 · Sanglicell 4930003761

distance 0.397 · cross-district

#16 · Kolhapurcell 4800005289

distance 0.398

#17 · Punecell 4900005648

distance 0.4 · cross-district

#18 · Nandedcell 4850004999

distance 0.401 · 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":4800004942}}}'

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.