Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010971

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011050

distance 0.083

#2 · Punecell 4900011353

distance 0.146

#3 · Punecell 4900009386

distance 0.158

#4 · Punecell 4900011134

distance 0.16

#5 · Punecell 4900010887

distance 0.163

#6 · Punecell 4900008187

distance 0.166

#7 · Punecell 4900010889

distance 0.167

#8 · Punecell 4900011135

distance 0.167

#9 · Punecell 4900009077

distance 0.168

#10 · Punecell 4900007957

distance 0.168

#11 · Punecell 4900011128

distance 0.168

#12 · Punecell 4900008737

distance 0.169

#13 · Ahmednagarcell 4660004638

distance 0.17 · cross-district

#14 · Punecell 4900011284

distance 0.172

#15 · Punecell 4900010293

distance 0.178

#16 · Punecell 4900011281

distance 0.18

#17 · Punecell 4900008636

distance 0.181

#18 · Punecell 4900009387

distance 0.182

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":4900010971}}}'

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.