Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007569

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

0.421

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006951

distance 0.421

#2 · Punecell 4900007321

distance 0.437

#3 · Punecell 4900006462

distance 0.438

#4 · Punecell 4900006343

distance 0.448

#5 · Punecell 4900007559

distance 0.46

#6 · Punecell 4900006454

distance 0.466

#7 · Punecell 4900005587

distance 0.468

#8 · Punecell 4900005845

distance 0.477

#9 · Punecell 4900005717

distance 0.49

#10 · Punecell 4900006341

distance 0.491

#11 · Punecell 4900005586

distance 0.491

#12 · Punecell 4900007190

distance 0.496

#13 · Punecell 4900006830

distance 0.496

#14 · Punecell 4900006455

distance 0.498

#15 · Punecell 4900006948

distance 0.5

#16 · Punecell 4900006832

distance 0.503

#17 · Punecell 4900007319

distance 0.509

#18 · Punecell 4900007078

distance 0.51

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":4900007569}}}'

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.