Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009341

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

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.711

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009130

distance 0.711

#2 · Punecell 4900009340

distance 0.712

#3 · Punecell 4900008930

distance 0.749

#4 · Punecell 4900005981

distance 0.781

#5 · Punecell 4900008147

distance 0.784

#6 · Punecell 4900009141

distance 0.802

#7 · Punecell 4900008681

distance 0.843

#8 · Punecell 4900009250

distance 0.853

#9 · Punecell 4900009648

distance 0.87

#10 · Punecell 4900009443

distance 0.883

#11 · Thanecell 4970001077

distance 0.889 · cross-district

#12 · Punecell 4900009248

distance 0.892

#13 · Punecell 4900009144

distance 0.902

#14 · Punecell 4900006335

distance 0.913

#15 · Punecell 4900009019

distance 0.915

#16 · Punecell 4900009140

distance 0.917

#17 · Punecell 4900006454

distance 0.917

#18 · Punecell 4900009020

distance 0.919

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":4900009341}}}'

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.