Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012255

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 2 distinct districts

Index confidence

0.91

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 4900012603

distance 0.174

#2 · Punecell 4900012317

distance 0.251

#3 · Punecell 4900012386

distance 0.253

#4 · Punecell 4900012531

distance 0.294

#5 · Sataracell 4940007428

distance 0.295 · cross-district

#6 · Punecell 4900012387

distance 0.297

#7 · Punecell 4900012390

distance 0.302

#8 · Punecell 4900000650

distance 0.319

#9 · Punecell 4900012388

distance 0.321

#10 · Sataracell 4940007105

distance 0.326 · cross-district

#11 · Punecell 4900012529

distance 0.328

#12 · Punecell 4900000544

distance 0.331

#13 · Punecell 4900012457

distance 0.331

#14 · Punecell 4900012812

distance 0.332

#15 · Punecell 4900012389

distance 0.337

#16 · Punecell 4900012878

distance 0.338

#17 · Punecell 4900000256

distance 0.343

#18 · Punecell 4900012740

distance 0.345

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":4900012255}}}'

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.