Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005420

The MH-36 locality cells most similar to this Dharashiv 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.061

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005325

distance 0.061

#2 · Solapurcell 4960012671

distance 0.114 · cross-district

#3 · Solapurcell 4960012550

distance 0.121 · cross-district

#4 · Ahmednagarcell 4660001108

distance 0.126 · cross-district

#5 · Ahmednagarcell 4660000934

distance 0.126 · cross-district

#6 · Dharashivcell 4880005513

distance 0.132

#7 · Ahmednagarcell 4660000699

distance 0.134 · cross-district

#8 · Beedcell 4700006770

distance 0.138 · cross-district

#9 · Dharashivcell 4880005512

distance 0.142

#10 · Solapurcell 4960012522

distance 0.145 · cross-district

#11 · Beedcell 4700007009

distance 0.145 · cross-district

#12 · Ahmednagarcell 4660000935

distance 0.146 · cross-district

#13 · Dharashivcell 4880004650

distance 0.146

#14 · Solapurcell 4960012546

distance 0.147 · cross-district

#15 · Solapurcell 4960012525

distance 0.152 · cross-district

#16 · Solapurcell 4960012509

distance 0.153 · cross-district

#17 · Ahmednagarcell 4660000926

distance 0.153 · cross-district

#18 · Solapurcell 4960012528

distance 0.155 · 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":488,"cluster_id":4880005420}}}'

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.