Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000071

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.412

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000053

distance 0.412

#2 · Raigadcell 4910002760

distance 0.42 · cross-district

#3 · Kolhapurcell 4800000031

distance 0.424

#4 · Kolhapurcell 4800000070

distance 0.448

#5 · Punecell 4900007644

distance 0.459 · cross-district

#6 · Raigadcell 4910002739

distance 0.475 · cross-district

#7 · Kolhapurcell 4800000159

distance 0.478

#8 · Kolhapurcell 4800000089

distance 0.479

#9 · Ratnagiricell 4920001205

distance 0.479 · cross-district

#10 · Raigadcell 4910002411

distance 0.483 · cross-district

#11 · Raigadcell 4910002648

distance 0.488 · cross-district

#12 · Kolhapurcell 4800000016

distance 0.491

#13 · Kolhapurcell 4800000012

distance 0.496

#14 · Punecell 4900007032

distance 0.5 · cross-district

#15 · Ratnagiricell 4920000318

distance 0.5 · cross-district

#16 · Kolhapurcell 4800000076

distance 0.501

#17 · Ratnagiricell 4920001162

distance 0.501 · cross-district

#18 · Ratnagiricell 4920000060

distance 0.506 · 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":4800000071}}}'

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.