Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009779

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009679

distance 0.165

#2 · Punecell 4900010542

distance 0.216

#3 · Punecell 4900010792

distance 0.241

#4 · Punecell 4900010371

distance 0.252

#5 · Punecell 4900010182

distance 0.255

#6 · Punecell 4900010874

distance 0.259

#7 · Punecell 4900010189

distance 0.268

#8 · Punecell 4900010955

distance 0.27

#9 · Punecell 4900009881

distance 0.273

#10 · Punecell 4900012056

distance 0.28

#11 · Punecell 4900009271

distance 0.285

#12 · Punecell 4900004803

distance 0.286

#13 · Punecell 4900010953

distance 0.286

#14 · Punecell 4900010875

distance 0.295

#15 · Punecell 4900010362

distance 0.296

#16 · Punecell 4900007712

distance 0.296

#17 · Punecell 4900010871

distance 0.3

#18 · Punecell 4900004939

distance 0.3

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":4900009779}}}'

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.