Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012158

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010392

distance 0.122

#2 · Punecell 4900011755

distance 0.128

#3 · Punecell 4900010303

distance 0.143

#4 · Punecell 4900012094

distance 0.145

#5 · Punecell 4900012159

distance 0.153

#6 · Punecell 4900010830

distance 0.158

#7 · Punecell 4900011624

distance 0.159

#8 · Punecell 4900008008

distance 0.161

#9 · Punecell 4900012095

distance 0.166

#10 · Punecell 4900009823

distance 0.17

#11 · Punecell 4900011822

distance 0.171

#12 · Punecell 4900009928

distance 0.173

#13 · Punecell 4900010482

distance 0.176

#14 · Punecell 4900011821

distance 0.182

#15 · Punecell 4900010028

distance 0.185

#16 · Punecell 4900010304

distance 0.187

#17 · Punecell 4900010035

distance 0.188

#18 · Punecell 4900012093

distance 0.19

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":4900012158}}}'

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.