Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007442

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.38

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007075

distance 0.38

#2 · Punecell 4900007203

distance 0.408

#3 · Punecell 4900007441

distance 0.458

#4 · Punecell 4900006104

distance 0.46

#5 · Punecell 4900005590

distance 0.514

#6 · Punecell 4900008028

distance 0.524

#7 · Punecell 4900005849

distance 0.524

#8 · Punecell 4900007562

distance 0.548

#9 · Punecell 4900007570

distance 0.578

#10 · Punecell 4900007448

distance 0.636

#11 · Punecell 4900007439

distance 0.637

#12 · Punecell 4900009358

distance 0.665

#13 · Punecell 4900006949

distance 0.683

#14 · Punecell 4900005718

distance 0.697

#15 · Punecell 4900009253

distance 0.717

#16 · Punecell 4900006582

distance 0.734

#17 · Punecell 4900005845

distance 0.761

#18 · Punecell 4900005977

distance 0.784

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":4900007442}}}'

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.