Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001789

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.375

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006953

distance 0.375 · cross-district

#2 · Solapurcell 4960008316

distance 0.391 · cross-district

#3 · Jalgaoncell 4780008317

distance 0.417 · cross-district

#4 · Ahmednagarcell 4660004317

distance 0.424 · cross-district

#5 · Sataracell 4940003864

distance 0.431 · cross-district

#6 · Gadchirolicell 4750011778

distance 0.432 · cross-district

#7 · Ahmednagarcell 4660001242

distance 0.44 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690005175

distance 0.452 · cross-district

#9 · Sanglicell 4930003761

distance 0.464 · cross-district

#10 · Amravaticell 4680003188

distance 0.47 · cross-district

#11 · Nashikcell 4870005144

distance 0.487 · cross-district

#12 · Solapurcell 4960009298

distance 0.487 · cross-district

#13 · Kolhapurcell 4800003869

distance 0.49

#14 · Nashikcell 4870006281

distance 0.491 · cross-district

#15 · Sataracell 4940000658

distance 0.492 · cross-district

#16 · Sanglicell 4930002378

distance 0.494 · cross-district

#17 · Kolhapurcell 4800004684

distance 0.498

#18 · Solapurcell 4960010045

distance 0.499 · 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":4800001789}}}'

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.