Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001489

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001432

distance 0.212

#2 · Kolhapurcell 4800002106

distance 0.283

#3 · Kolhapurcell 4800001603

distance 0.299

#4 · Kolhapurcell 4800001545

distance 0.313

#5 · Kolhapurcell 4800001496

distance 0.317

#6 · Kolhapurcell 4800001495

distance 0.318

#7 · Amravaticell 4680008019

distance 0.318 · cross-district

#8 · Yavatmalcell 5000005128

distance 0.319 · cross-district

#9 · Yavatmalcell 5000010197

distance 0.32 · cross-district

#10 · Amravaticell 4680006373

distance 0.321 · cross-district

#11 · Amravaticell 4680008138

distance 0.323 · cross-district

#12 · Kolhapurcell 4800000894

distance 0.327

#13 · Gadchirolicell 4750009136

distance 0.33 · cross-district

#14 · Kolhapurcell 4800001497

distance 0.333

#15 · Yavatmalcell 5000005300

distance 0.333 · cross-district

#16 · Kolhapurcell 4800001652

distance 0.334

#17 · Amravaticell 4680008139

distance 0.336 · cross-district

#18 · Amravaticell 4680006372

distance 0.336 · 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":4800001489}}}'

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.