Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005625

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003762

distance 0.226 · cross-district

#2 · Sanglicell 4930002391

distance 0.251 · cross-district

#3 · Yavatmalcell 5000009938

distance 0.257 · cross-district

#4 · Nandedcell 4850004246

distance 0.264 · cross-district

#5 · Kolhapurcell 4800005030

distance 0.268

#6 · Buldhanacell 4720007605

distance 0.27 · cross-district

#7 · Sanglicell 4930002691

distance 0.272 · cross-district

#8 · Sanglicell 4930002901

distance 0.273 · cross-district

#9 · Amravaticell 4680004853

distance 0.279 · cross-district

#10 · Solapurcell 4960006677

distance 0.281 · cross-district

#11 · Jalnacell 4790001888

distance 0.283 · cross-district

#12 · Dharashivcell 4880004916

distance 0.283 · cross-district

#13 · Beedcell 4700007586

distance 0.285 · cross-district

#14 · Solapurcell 4960005091

distance 0.287 · cross-district

#15 · Jalgaoncell 4780000675

distance 0.292 · cross-district

#16 · Ahmednagarcell 4660000171

distance 0.292 · cross-district

#17 · Buldhanacell 4720002092

distance 0.293 · cross-district

#18 · Washimcell 4990002131

distance 0.294 · 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":4800005625}}}'

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.