Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003721

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003658

distance 0.184

#2 · Dharashivcell 4880003994

distance 0.213

#3 · Solapurcell 4960011947

distance 0.219 · cross-district

#4 · Punecell 4900006775

distance 0.224 · cross-district

#5 · Ahmednagarcell 4660013183

distance 0.229 · cross-district

#6 · Punecell 4900000851

distance 0.23 · cross-district

#7 · Punecell 4900001753

distance 0.23 · cross-district

#8 · Dharashivcell 4880003989

distance 0.237

#9 · Ahmednagarcell 4660013068

distance 0.238 · cross-district

#10 · Dharashivcell 4880005940

distance 0.239

#11 · Amravaticell 4680007948

distance 0.24 · cross-district

#12 · Sanglicell 4930001568

distance 0.241 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000853

distance 0.244 · cross-district

#14 · Jalgaoncell 4780006247

distance 0.245 · cross-district

#15 · Ahmednagarcell 4660012948

distance 0.246 · cross-district

#16 · Jalnacell 4790002004

distance 0.246 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000992

distance 0.248 · cross-district

#18 · Jalnacell 4790005632

distance 0.248 · 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":4880003721}}}'

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.