Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012027

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

0.23

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012156

distance 0.23

#2 · Punecell 4900012026

distance 0.247

#3 · Punecell 4900011074

distance 0.261

#4 · Punecell 4900012028

distance 0.271

#5 · Punecell 4900011692

distance 0.271

#6 · Punecell 4900011152

distance 0.287

#7 · Punecell 4900011572

distance 0.295

#8 · Punecell 4900011958

distance 0.306

#9 · Punecell 4900012157

distance 0.306

#10 · Punecell 4900011373

distance 0.313

#11 · Punecell 4900011571

distance 0.317

#12 · Punecell 4900008328

distance 0.318

#13 · Punecell 4900008119

distance 0.322

#14 · Punecell 4900012090

distance 0.325

#15 · Punecell 4900011835

distance 0.329

#16 · Punecell 4900010481

distance 0.329

#17 · Punecell 4900011711

distance 0.33

#18 · Punecell 4900010215

distance 0.339

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":4900012027}}}'

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.