Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005461

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

0.591

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007198

distance 0.591

#2 · Punecell 4900005718

distance 0.613

#3 · Punecell 4900008365

distance 0.614

#4 · Punecell 4900007449

distance 0.62

#5 · Punecell 4900005977

distance 0.627

#6 · Punecell 4900008929

distance 0.66

#7 · Punecell 4900008357

distance 0.689

#8 · Punecell 4900007437

distance 0.707

#9 · Punecell 4900007205

distance 0.718

#10 · Punecell 4900006949

distance 0.72

#11 · Thanecell 4970000299

distance 0.733 · cross-district

#12 · Gondiacell 4760003964

distance 0.734 · cross-district

#13 · Gondiacell 4760003963

distance 0.746 · cross-district

#14 · Thanecell 4970000869

distance 0.754 · cross-district

#15 · Gondiacell 4760004013

distance 0.755 · cross-district

#16 · Thanecell 4970000596

distance 0.773 · cross-district

#17 · Gondiacell 4760003913

distance 0.775 · cross-district

#18 · Gondiacell 4760003915

distance 0.793 · 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":4900005461}}}'

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.