Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002087

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002232

distance 0.174

#2 · Punecell 4900002390

distance 0.26

#3 · Punecell 4900002386

distance 0.286

#4 · Punecell 4900002385

distance 0.314

#5 · Punecell 4900002243

distance 0.335

#6 · Punecell 4900002239

distance 0.354

#7 · Punecell 4900002235

distance 0.361

#8 · Punecell 4900002688

distance 0.362

#9 · Punecell 4900002393

distance 0.368

#10 · Punecell 4900006436

distance 0.418

#11 · Punecell 4900004756

distance 0.419

#12 · Punecell 4900005819

distance 0.422

#13 · Punecell 4900002077

distance 0.439

#14 · Punecell 4900002387

distance 0.448

#15 · Punecell 4900004204

distance 0.455

#16 · Punecell 4900004757

distance 0.456

#17 · Punecell 4900004201

distance 0.457

#18 · Punecell 4900002076

distance 0.458

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":4900002087}}}'

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.