Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007471

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

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007227

distance 0.279

#2 · Punecell 4900007711

distance 0.28

#3 · Punecell 4900005342

distance 0.288

#4 · Punecell 4900005211

distance 0.291

#5 · Punecell 4900004789

distance 0.309

#6 · Punecell 4900007585

distance 0.312

#7 · Punecell 4900008594

distance 0.345

#8 · Punecell 4900007465

distance 0.347

#9 · Punecell 4900006497

distance 0.351

#10 · Punecell 4900004790

distance 0.354

#11 · Punecell 4900006607

distance 0.355

#12 · Punecell 4900007104

distance 0.357

#13 · Punecell 4900006372

distance 0.358

#14 · Punecell 4900004788

distance 0.358

#15 · Punecell 4900005075

distance 0.358

#16 · Punecell 4900007584

distance 0.361

#17 · Punecell 4900007582

distance 0.362

#18 · Punecell 4900007706

distance 0.368

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":4900007471}}}'

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.