Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008576

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008353

distance 0.217

#2 · Punecell 4900007928

distance 0.249

#3 · Punecell 4900008471

distance 0.253

#4 · Punecell 4900008580

distance 0.27

#5 · Punecell 4900008693

distance 0.283

#6 · Punecell 4900008802

distance 0.312

#7 · Punecell 4900007795

distance 0.325

#8 · Punecell 4900008247

distance 0.347

#9 · Punecell 4900008121

distance 0.363

#10 · Punecell 4900008571

distance 0.363

#11 · Punecell 4900008579

distance 0.366

#12 · Punecell 4900008688

distance 0.367

#13 · Punecell 4900008360

distance 0.371

#14 · Punecell 4900008569

distance 0.372

#15 · Punecell 4900008806

distance 0.376

#16 · Punecell 4900008804

distance 0.377

#17 · Punecell 4900009032

distance 0.377

#18 · Punecell 4900008473

distance 0.38

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":4900008576}}}'

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.