Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005359

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005276

distance 0.275

#2 · Kolhapurcell 4800005275

distance 0.371

#3 · Ahmednagarcell 4660004155

distance 0.374 · cross-district

#4 · Kolhapurcell 4800005190

distance 0.384

#5 · Kolhapurcell 4800005441

distance 0.385

#6 · Sanglicell 4930001731

distance 0.404 · cross-district

#7 · Kolhapurcell 4800005442

distance 0.408

#8 · Sanglicell 4930004098

distance 0.424 · cross-district

#9 · Kolhapurcell 4800005189

distance 0.424

#10 · Wardhacell 4980002384

distance 0.425 · cross-district

#11 · Kolhapurcell 4800005273

distance 0.427

#12 · Beedcell 4700001796

distance 0.429 · cross-district

#13 · Kolhapurcell 4800005541

distance 0.433

#14 · Solapurcell 4960005470

distance 0.44 · cross-district

#15 · Kolhapurcell 4800005360

distance 0.441

#16 · Sanglicell 4930001911

distance 0.441 · cross-district

#17 · Beedcell 4700003556

distance 0.445 · cross-district

#18 · Kolhapurcell 4800004862

distance 0.447

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":4800005359}}}'

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.