Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005339

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.394

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005206

distance 0.394

#2 · Punecell 4900007821

distance 0.441

#3 · Punecell 4900007934

distance 0.46

#4 · Punecell 4900004236

distance 0.474

#5 · Punecell 4900009768

distance 0.484

#6 · Punecell 4900005070

distance 0.486

#7 · Punecell 4900005069

distance 0.497

#8 · Punecell 4900008391

distance 0.498

#9 · Punecell 4900009267

distance 0.523

#10 · Punecell 4900003147

distance 0.527

#11 · Punecell 4900005336

distance 0.527

#12 · Punecell 4900007107

distance 0.534

#13 · Punecell 4900007935

distance 0.543

#14 · Punecell 4900005077

distance 0.544

#15 · Punecell 4900005601

distance 0.547

#16 · Punecell 4900008708

distance 0.556

#17 · Punecell 4900005481

distance 0.561

#18 · Punecell 4900006976

distance 0.566

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":4900005339}}}'

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.