Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004766

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.411

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005627

distance 0.411

#2 · Sanglicell 4930000537

distance 0.425 · cross-district

#3 · Kolhapurcell 4800004770

distance 0.482

#4 · Kolhapurcell 4800004251

distance 0.484

#5 · Punecell 4900001089

distance 0.494 · cross-district

#6 · Punecell 4900003625

distance 0.513 · cross-district

#7 · Kolhapurcell 4800004593

distance 0.524

#8 · Jalgaoncell 4780005782

distance 0.525 · cross-district

#9 · Nagpurcell 4840003185

distance 0.532 · cross-district

#10 · Sanglicell 4930000294

distance 0.566 · cross-district

#11 · Kolhapurcell 4800004250

distance 0.579

#12 · Punecell 4900001442

distance 0.582 · cross-district

#13 · Ahmednagarcell 4660009223

distance 0.6 · cross-district

#14 · Sataracell 4940008115

distance 0.607 · cross-district

#15 · Solapurcell 4960012406

distance 0.608 · cross-district

#16 · Nandedcell 4850007003

distance 0.61 · cross-district

#17 · Nashikcell 4870006628

distance 0.618 · cross-district

#18 · Kolhapurcell 4800001845

distance 0.621

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":4800004766}}}'

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.