Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007703

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

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006366

distance 0.228

#2 · Punecell 4900008054

distance 0.256

#3 · Punecell 4900007828

distance 0.274

#4 · Punecell 4900004792

distance 0.28

#5 · Punecell 4900005335

distance 0.281

#6 · Punecell 4900005480

distance 0.294

#7 · Punecell 4900007586

distance 0.3

#8 · Punecell 4900008165

distance 0.301

#9 · Punecell 4900009362

distance 0.304

#10 · Punecell 4900008044

distance 0.318

#11 · Punecell 4900007585

distance 0.335

#12 · Punecell 4900008166

distance 0.339

#13 · Punecell 4900009875

distance 0.341

#14 · Punecell 4900007943

distance 0.343

#15 · Punecell 4900008270

distance 0.349

#16 · Punecell 4900006732

distance 0.349

#17 · Punecell 4900006846

distance 0.35

#18 · Punecell 4900008268

distance 0.353

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":4900007703}}}'

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.