Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004243

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006735

distance 0.273

#2 · Punecell 4900010299

distance 0.282

#3 · Punecell 4900003979

distance 0.287

#4 · Punecell 4900006370

distance 0.293

#5 · Punecell 4900009996

distance 0.34

#6 · Punecell 4900004512

distance 0.354

#7 · Punecell 4900004787

distance 0.355

#8 · Punecell 4900006877

distance 0.356

#9 · Punecell 4900008156

distance 0.358

#10 · Punecell 4900011288

distance 0.359

#11 · Punecell 4900011053

distance 0.359

#12 · Punecell 4900006489

distance 0.36

#13 · Punecell 4900011418

distance 0.361

#14 · Punecell 4900008716

distance 0.365

#15 · Punecell 4900003695

distance 0.367

#16 · Punecell 4900003557

distance 0.372

#17 · Punecell 4900007838

distance 0.374

#18 · Punecell 4900006745

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":4900004243}}}'

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.