Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004525

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001065

distance 0.231 · cross-district

#2 · Punecell 4900001485

distance 0.233 · cross-district

#3 · Punecell 4900000799

distance 0.24 · cross-district

#4 · Punecell 4900000509

distance 0.248 · cross-district

#5 · Sataracell 4940005240

distance 0.264 · cross-district

#6 · Kolhapurcell 4800004287

distance 0.265

#7 · Punecell 4900003079

distance 0.267 · cross-district

#8 · Nashikcell 4870004831

distance 0.268 · cross-district

#9 · Punecell 4900000468

distance 0.269 · cross-district

#10 · Nashikcell 4870006001

distance 0.273 · cross-district

#11 · Sanglicell 4930005900

distance 0.278 · cross-district

#12 · Sanglicell 4930002502

distance 0.278 · cross-district

#13 · Solapurcell 4960004254

distance 0.279 · cross-district

#14 · Punecell 4900002930

distance 0.279 · cross-district

#15 · Punecell 4900005008

distance 0.28 · cross-district

#16 · Sataracell 4940008017

distance 0.28 · cross-district

#17 · Ahmednagarcell 4660004351

distance 0.285 · cross-district

#18 · Ahmednagarcell 4660001837

distance 0.286 · 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":4800004525}}}'

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.