Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001066

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 3 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.348

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950001168

distance 0.348 · cross-district

#2 · Sindhudurgcell 4950001169

distance 0.368 · cross-district

#3 · Kolhapurcell 4800001107

distance 0.373

#4 · Kolhapurcell 4800001167

distance 0.387

#5 · Kolhapurcell 4800001067

distance 0.414

#6 · Kolhapurcell 4800001068

distance 0.421

#7 · Kolhapurcell 4800000521

distance 0.425

#8 · Kolhapurcell 4800001104

distance 0.447

#9 · Thanecell 4970001073

distance 0.454 · cross-district

#10 · Kolhapurcell 4800001055

distance 0.459

#11 · Kolhapurcell 4800001125

distance 0.464

#12 · Sindhudurgcell 4950001225

distance 0.471 · cross-district

#13 · Kolhapurcell 4800001109

distance 0.476

#14 · Sindhudurgcell 4950001501

distance 0.476 · cross-district

#15 · Kolhapurcell 4800001232

distance 0.493

#16 · Sindhudurgcell 4950001431

distance 0.501 · cross-district

#17 · Kolhapurcell 4800000269

distance 0.504

#18 · Thanecell 4970000613

distance 0.504 · 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":4800001066}}}'

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.