Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004698

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004663

distance 0.152 · cross-district

#2 · Nashikcell 4870005414

distance 0.173 · cross-district

#3 · Sanglicell 4930006401

distance 0.173 · cross-district

#4 · Ahmednagarcell 4660002955

distance 0.183 · cross-district

#5 · Sanglicell 4930006541

distance 0.185 · cross-district

#6 · Sataracell 4940008029

distance 0.186 · cross-district

#7 · Sataracell 4940007917

distance 0.19 · cross-district

#8 · Nashikcell 4870005271

distance 0.192 · cross-district

#9 · Punecell 4900008986

distance 0.195 · cross-district

#10 · Solapurcell 4960007907

distance 0.196 · cross-district

#11 · Punecell 4900000563

distance 0.197 · cross-district

#12 · Solapurcell 4960003647

distance 0.199 · cross-district

#13 · Punecell 4900002330

distance 0.199 · cross-district

#14 · Sanglicell 4930005315

distance 0.2 · cross-district

#15 · Ahmednagarcell 4660002241

distance 0.202 · cross-district

#16 · Nashikcell 4870004264

distance 0.209 · cross-district

#17 · Nashikcell 4870005417

distance 0.211 · cross-district

#18 · Solapurcell 4960003781

distance 0.214 · 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":4800004698}}}'

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.