Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005775

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

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003931

distance 0.246 · cross-district

#2 · Jalnacell 4790002632

distance 0.266 · cross-district

#3 · Kolhapurcell 4800004862

distance 0.267

#4 · Sanglicell 4930001731

distance 0.268 · cross-district

#5 · Dharashivcell 4880004928

distance 0.277 · cross-district

#6 · Parbhanicell 4890000641

distance 0.285 · cross-district

#7 · Sanglicell 4930000535

distance 0.286 · cross-district

#8 · Sanglicell 4930001911

distance 0.289 · cross-district

#9 · Sanglicell 4930000658

distance 0.29 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006872

distance 0.294 · cross-district

#11 · Dharashivcell 4880000390

distance 0.294 · cross-district

#12 · Sanglicell 4930000539

distance 0.297 · cross-district

#13 · Kolhapurcell 4800005458

distance 0.298

#14 · Sanglicell 4930002084

distance 0.298 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002048

distance 0.301 · cross-district

#16 · Sanglicell 4930003926

distance 0.305 · cross-district

#17 · Sanglicell 4930001285

distance 0.307 · cross-district

#18 · Ahmednagarcell 4660012190

distance 0.312 · 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":4800005775}}}'

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.