Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001382

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003811

distance 0.295

#2 · Punecell 4900004231

distance 0.408

#3 · Punecell 4900004367

distance 0.445

#4 · Punecell 4900006816

distance 0.467

#5 · Punecell 4900004227

distance 0.473

#6 · Punecell 4900007298

distance 0.488

#7 · Punecell 4900001648

distance 0.489

#8 · Punecell 4900007065

distance 0.515

#9 · Punecell 4900006680

distance 0.519

#10 · Punecell 4900004485

distance 0.521

#11 · Thanecell 4970002516

distance 0.521 · cross-district

#12 · Punecell 4900004912

distance 0.526

#13 · Punecell 4900001379

distance 0.531

#14 · Thanecell 4970000718

distance 0.533 · cross-district

#15 · Punecell 4900004091

distance 0.533

#16 · Punecell 4900001512

distance 0.542

#17 · Nashikcell 4870004628

distance 0.543 · cross-district

#18 · Punecell 4900003513

distance 0.546

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":4900001382}}}'

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.