Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002822

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.3

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006166

distance 0.3 · cross-district

#2 · Kolhapurcell 4800005881

distance 0.311

#3 · Punecell 4900003492

distance 0.334 · cross-district

#4 · Sataracell 4940004348

distance 0.335 · cross-district

#5 · Washimcell 4990001754

distance 0.348 · cross-district

#6 · Solapurcell 4960006641

distance 0.349 · cross-district

#7 · Ahmednagarcell 4660000777

distance 0.35 · cross-district

#8 · Kolhapurcell 4800003057

distance 0.357

#9 · Nashikcell 4870005849

distance 0.366 · cross-district

#10 · Ahmednagarcell 4660012458

distance 0.368 · cross-district

#11 · Punecell 4900000799

distance 0.369 · cross-district

#12 · Punecell 4900001195

distance 0.37 · cross-district

#13 · Nashikcell 4870004972

distance 0.37 · cross-district

#14 · Kolhapurcell 4800002730

distance 0.371

#15 · Kolhapurcell 4800002838

distance 0.371

#16 · Ahmednagarcell 4660003123

distance 0.371 · cross-district

#17 · Sataracell 4940008682

distance 0.372 · cross-district

#18 · Beedcell 4700005539

distance 0.375 · 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":4800002822}}}'

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.