Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006471

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006472

distance 0.311

#2 · Punecell 4900005853

distance 0.613

#3 · Punecell 4900006347

distance 0.658

#4 · Thanecell 4970000653

distance 0.85 · cross-district

#5 · Punecell 4900005854

distance 0.858

#6 · Thanecell 4970000807

distance 0.925 · cross-district

#7 · Thanecell 4970000725

distance 0.948 · cross-district

#8 · Punecell 4900006473

distance 0.949

#9 · Punecell 4900006108

distance 0.961

#10 · Punecell 4900006353

distance 0.962

#11 · Punecell 4900007076

distance 0.983

#12 · Thanecell 4970000806

distance 0.992 · cross-district

#13 · Thanecell 4970000573

distance 1.027 · cross-district

#14 · Thanecell 4970000592

distance 1.028 · cross-district

#15 · Punecell 4900006349

distance 1.075

#16 · Thanecell 4970000654

distance 1.082 · cross-district

#17 · Thanecell 4970000585

distance 1.092 · cross-district

#18 · Thanecell 4970000571

distance 1.101 · cross-district

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":4900006471}}}'

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.