Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012452

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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012310

distance 0.231

#2 · Punecell 4900012380

distance 0.239

#3 · Punecell 4900012744

distance 0.249

#4 · Punecell 4900013126

distance 0.261

#5 · Punecell 4900012521

distance 0.279

#6 · Punecell 4900012591

distance 0.29

#7 · Punecell 4900012453

distance 0.308

#8 · Punecell 4900012518

distance 0.318

#9 · Punecell 4900012665

distance 0.319

#10 · Sataracell 4940008351

distance 0.322 · cross-district

#11 · Punecell 4900012373

distance 0.324

#12 · Punecell 4900012524

distance 0.325

#13 · Punecell 4900013088

distance 0.332

#14 · Punecell 4900013086

distance 0.334

#15 · Punecell 4900012597

distance 0.342

#16 · Punecell 4900000365

distance 0.343

#17 · Sataracell 4940006351

distance 0.345 · cross-district

#18 · Punecell 4900000533

distance 0.346

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":4900012452}}}'

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.