Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007029

The MH-36 locality cells most similar to this Pune 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001482

distance 0.189

#2 · Punecell 4900007154

distance 0.2

#3 · Ahmednagarcell 4660000263

distance 0.232 · cross-district

#4 · Punecell 4900006298

distance 0.232

#5 · Punecell 4900007276

distance 0.234

#6 · Dharashivcell 4880004077

distance 0.238 · cross-district

#7 · Solapurcell 4960008259

distance 0.24 · cross-district

#8 · Solapurcell 4960005607

distance 0.241 · cross-district

#9 · Beedcell 4700003309

distance 0.246 · cross-district

#10 · Dharashivcell 4880004084

distance 0.247 · cross-district

#11 · Sanglicell 4930007044

distance 0.248 · cross-district

#12 · Punecell 4900004574

distance 0.249

#13 · Ahmednagarcell 4660002981

distance 0.249 · cross-district

#14 · Punecell 4900001896

distance 0.252

#15 · Solapurcell 4960010214

distance 0.252 · cross-district

#16 · Solapurcell 4960005005

distance 0.254 · cross-district

#17 · Solapurcell 4960011894

distance 0.255 · cross-district

#18 · Jalgaoncell 4780002881

distance 0.255 · 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":490,"cluster_id":4900007029}}}'

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.