Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004682

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.383

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001080

distance 0.383 · cross-district

#2 · Kolhapurcell 4800004515

distance 0.387

#3 · Dharashivcell 4880000979

distance 0.392 · cross-district

#4 · Kolhapurcell 4800005704

distance 0.393

#5 · Kolhapurcell 4800004591

distance 0.397

#6 · Kolhapurcell 4800004761

distance 0.41

#7 · Ahmednagarcell 4660012502

distance 0.427 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690006872

distance 0.427 · cross-district

#9 · Ahmednagarcell 4660013518

distance 0.428 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003443

distance 0.433 · cross-district

#11 · Dhulecell 4740002917

distance 0.436 · cross-district

#12 · Jalnacell 4790001236

distance 0.436 · cross-district

#13 · Ahmednagarcell 4660012190

distance 0.437 · cross-district

#14 · Punecell 4900001314

distance 0.439 · cross-district

#15 · Nagpurcell 4840003096

distance 0.44 · cross-district

#16 · Ahmednagarcell 4660011906

distance 0.443 · cross-district

#17 · Parbhanicell 4890000641

distance 0.447 · cross-district

#18 · Sanglicell 4930000719

distance 0.451 · 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":4800004682}}}'

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.