Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004632

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

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004626

distance 0.227

#2 · Punecell 4900006936

distance 0.239

#3 · Punecell 4900004631

distance 0.245

#4 · Punecell 4900005578

distance 0.264

#5 · Punecell 4900005832

distance 0.267

#6 · Punecell 4900007062

distance 0.268

#7 · Punecell 4900005173

distance 0.303

#8 · Punecell 4900007061

distance 0.319

#9 · Punecell 4900007310

distance 0.32

#10 · Punecell 4900005707

distance 0.324

#11 · Punecell 4900005039

distance 0.325

#12 · Punecell 4900004775

distance 0.327

#13 · Punecell 4900005571

distance 0.336

#14 · Punecell 4900005835

distance 0.337

#15 · Punecell 4900007431

distance 0.339

#16 · Punecell 4900004915

distance 0.34

#17 · Punecell 4900005576

distance 0.34

#18 · Punecell 4900007552

distance 0.342

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":4900004632}}}'

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.