Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003859

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003861

distance 0.108

#2 · Dharashivcell 4880000286

distance 0.186 · cross-district

#3 · Sanglicell 4930004405

distance 0.194 · cross-district

#4 · Laturcell 4810001329

distance 0.199 · cross-district

#5 · Nandedcell 4850000419

distance 0.202 · cross-district

#6 · Kolhapurcell 4800005121

distance 0.206

#7 · Beedcell 4700005113

distance 0.207 · cross-district

#8 · Buldhanacell 4720000358

distance 0.208 · cross-district

#9 · Dharashivcell 4880005014

distance 0.209 · cross-district

#10 · Jalnacell 4790003829

distance 0.21 · cross-district

#11 · Beedcell 4700008170

distance 0.211 · cross-district

#12 · Jalnacell 4790003672

distance 0.211 · cross-district

#13 · Beedcell 4700006283

distance 0.213 · cross-district

#14 · Buldhanacell 4720002508

distance 0.214 · cross-district

#15 · Parbhanicell 4890004327

distance 0.215 · cross-district

#16 · Solapurcell 4960000767

distance 0.216 · cross-district

#17 · Jalnacell 4790005588

distance 0.216 · cross-district

#18 · Sanglicell 4930003239

distance 0.216 · 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":4800003859}}}'

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.