Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004853

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

0.35

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004341

distance 0.35

#2 · Kolhapurcell 4800005025

distance 0.351

#3 · Kolhapurcell 4800004942

distance 0.397

#4 · Chhatrapati Sambhajinagarcell 4690000202

distance 0.404 · cross-district

#5 · Jalnacell 4790004133

distance 0.406 · cross-district

#6 · Jalgaoncell 4780005891

distance 0.427 · cross-district

#7 · Kolhapurcell 4800005289

distance 0.429

#8 · Nagpurcell 4840003582

distance 0.433 · cross-district

#9 · Beedcell 4700005436

distance 0.438 · cross-district

#10 · Beedcell 4700007728

distance 0.441 · cross-district

#11 · Dhulecell 4740001374

distance 0.447 · cross-district

#12 · Amravaticell 4680002783

distance 0.454 · cross-district

#13 · Nandedcell 4850005195

distance 0.456 · cross-district

#14 · Nagpurcell 4840003654

distance 0.457 · cross-district

#15 · Jalgaoncell 4780005889

distance 0.458 · cross-district

#16 · Chandrapurcell 4730003457

distance 0.46 · cross-district

#17 · Jalgaoncell 4780005100

distance 0.46 · cross-district

#18 · Jalgaoncell 4780004097

distance 0.46 · 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":4800004853}}}'

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.