Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002702

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001951

distance 0.161

#2 · Punecell 4900003140

distance 0.215

#3 · Punecell 4900004386

distance 0.303

#4 · Punecell 4900002096

distance 0.315

#5 · Punecell 4900001524

distance 0.328

#6 · Punecell 4900009176

distance 0.332

#7 · Punecell 4900001810

distance 0.336

#8 · Sataracell 4940007750

distance 0.341 · cross-district

#9 · Punecell 4900008751

distance 0.341

#10 · Punecell 4900009602

distance 0.347

#11 · Punecell 4900003003

distance 0.35

#12 · Punecell 4900003273

distance 0.35

#13 · Sataracell 4940008988

distance 0.351 · cross-district

#14 · Punecell 4900004379

distance 0.353

#15 · Punecell 4900010380

distance 0.357

#16 · Punecell 4900003689

distance 0.358

#17 · Punecell 4900003968

distance 0.358

#18 · Punecell 4900009608

distance 0.361

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":4900002702}}}'

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.