Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003801

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

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003937

distance 0.229

#2 · Punecell 4900002691

distance 0.303

#3 · Punecell 4900003797

distance 0.315

#4 · Punecell 4900001780

distance 0.329

#5 · Punecell 4900001781

distance 0.335

#6 · Punecell 4900002545

distance 0.336

#7 · Punecell 4900003796

distance 0.338

#8 · Punecell 4900001122

distance 0.338

#9 · Punecell 4900001640

distance 0.342

#10 · Punecell 4900003936

distance 0.344

#11 · Punecell 4900003800

distance 0.345

#12 · Punecell 4900001243

distance 0.359

#13 · Punecell 4900002682

distance 0.365

#14 · Punecell 4900002397

distance 0.367

#15 · Punecell 4900003939

distance 0.369

#16 · Punecell 4900003941

distance 0.373

#17 · Punecell 4900004074

distance 0.375

#18 · Punecell 4900002247

distance 0.375

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":4900003801}}}'

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.