Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001169

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.55

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006674

distance 0.55 · cross-district

#2 · Kolhapurcell 4800001106

distance 0.626

#3 · Gondiacell 4760000711

distance 0.636 · cross-district

#4 · Chandrapurcell 4730007528

distance 0.652 · cross-district

#5 · Chandrapurcell 4730004918

distance 0.693 · cross-district

#6 · Nagpurcell 4840006727

distance 0.695 · cross-district

#7 · Buldhanacell 4720001308

distance 0.701 · cross-district

#8 · Buldhanacell 4720003821

distance 0.706 · cross-district

#9 · Nagpurcell 4840006618

distance 0.737 · cross-district

#10 · Solapurcell 4960010981

distance 0.739 · cross-district

#11 · Gondiacell 4760000770

distance 0.739 · cross-district

#12 · Dharashivcell 4880005945

distance 0.749 · cross-district

#13 · Kolhapurcell 4800002325

distance 0.756

#14 · Punecell 4900002209

distance 0.773 · cross-district

#15 · Buldhanacell 4720001249

distance 0.774 · cross-district

#16 · Sataracell 4940003258

distance 0.783 · cross-district

#17 · Nashikcell 4870001322

distance 0.793 · cross-district

#18 · Chandrapurcell 4730004727

distance 0.793 · 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":4800001169}}}'

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.