Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002980

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002827

distance 0.18

#2 · Punecell 4900001767

distance 0.205

#3 · Punecell 4900001772

distance 0.23

#4 · Punecell 4900002381

distance 0.239

#5 · Punecell 4900002238

distance 0.243

#6 · Punecell 4900002231

distance 0.246

#7 · Punecell 4900001766

distance 0.249

#8 · Punecell 4900002974

distance 0.269

#9 · Punecell 4900002826

distance 0.276

#10 · Punecell 4900002835

distance 0.308

#11 · Punecell 4900002229

distance 0.312

#12 · Punecell 4900002686

distance 0.315

#13 · Punecell 4900002530

distance 0.319

#14 · Punecell 4900001631

distance 0.324

#15 · Punecell 4900001106

distance 0.327

#16 · Punecell 4900001774

distance 0.335

#17 · Punecell 4900002973

distance 0.339

#18 · Punecell 4900002533

distance 0.344

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":4900002980}}}'

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.