Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010891

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010974

distance 0.132

#2 · Punecell 4900011131

distance 0.137

#3 · Punecell 4900007852

distance 0.147

#4 · Punecell 4900010887

distance 0.149

#5 · Punecell 4900009893

distance 0.166

#6 · Punecell 4900007858

distance 0.168

#7 · Punecell 4900011135

distance 0.17

#8 · Punecell 4900011281

distance 0.17

#9 · Punecell 4900010301

distance 0.173

#10 · Punecell 4900009188

distance 0.176

#11 · Punecell 4900009387

distance 0.179

#12 · Punecell 4900009296

distance 0.186

#13 · Punecell 4900010889

distance 0.192

#14 · Punecell 4900009386

distance 0.195

#15 · Punecell 4900008969

distance 0.196

#16 · Punecell 4900009993

distance 0.199

#17 · Punecell 4900011050

distance 0.203

#18 · Punecell 4900007859

distance 0.205

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":4900010891}}}'

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.