Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003682

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.379

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002532

distance 0.379 · cross-district

#2 · Sanglicell 4930005954

distance 0.388 · cross-district

#3 · Ahmednagarcell 4660007920

distance 0.426 · cross-district

#4 · Dharashivcell 4880001868

distance 0.457 · cross-district

#5 · Ahmednagarcell 4660003154

distance 0.459 · cross-district

#6 · Nagpurcell 4840000444

distance 0.461 · cross-district

#7 · Sanglicell 4930006090

distance 0.48 · cross-district

#8 · Sanglicell 4930003249

distance 0.484 · cross-district

#9 · Beedcell 4700006696

distance 0.49 · cross-district

#10 · Jalgaoncell 4780007984

distance 0.493 · cross-district

#11 · Jalnacell 4790001652

distance 0.494 · cross-district

#12 · Nashikcell 4870005034

distance 0.5 · cross-district

#13 · Ahmednagarcell 4660000430

distance 0.502 · cross-district

#14 · Nashikcell 4870000849

distance 0.503 · cross-district

#15 · Sataracell 4940003716

distance 0.506 · cross-district

#16 · Ahmednagarcell 4660002436

distance 0.513 · cross-district

#17 · Solapurcell 4960012204

distance 0.515 · cross-district

#18 · Punecell 4900000483

distance 0.52 · 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":4800003682}}}'

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.