Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008965

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008962

distance 0.249

#2 · Punecell 4900009711

distance 0.268

#3 · Punecell 4900009075

distance 0.286

#4 · Punecell 4900009907

distance 0.297

#5 · Punecell 4900010631

distance 0.313

#6 · Punecell 4900011810

distance 0.317

#7 · Punecell 4900002703

distance 0.328

#8 · Punecell 4900008837

distance 0.328

#9 · Punecell 4900009994

distance 0.334

#10 · Punecell 4900007002

distance 0.341

#11 · Punecell 4900011058

distance 0.341

#12 · Sataracell 4940007227

distance 0.341 · cross-district

#13 · Sataracell 4940007014

distance 0.345 · cross-district

#14 · Sataracell 4940008712

distance 0.35 · cross-district

#15 · Punecell 4900009916

distance 0.35

#16 · Sataracell 4940007548

distance 0.351 · cross-district

#17 · Punecell 4900002252

distance 0.351

#18 · Ahmednagarcell 4660004474

distance 0.352 · 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":4900008965}}}'

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.