Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008534

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005385

distance 0.145

#2 · Punecell 4900008202

distance 0.153

#3 · Punecell 4900001869

distance 0.158

#4 · Punecell 4900005917

distance 0.161

#5 · Punecell 4900007266

distance 0.175

#6 · Solapurcell 4960007842

distance 0.182 · cross-district

#7 · Ahmednagarcell 4660003276

distance 0.184 · cross-district

#8 · Punecell 4900008201

distance 0.188

#9 · Punecell 4900008756

distance 0.19

#10 · Nashikcell 4870005872

distance 0.194 · cross-district

#11 · Punecell 4900001019

distance 0.198

#12 · Punecell 4900007506

distance 0.199

#13 · Punecell 4900002925

distance 0.2

#14 · Solapurcell 4960000240

distance 0.2 · cross-district

#15 · Punecell 4900008427

distance 0.201

#16 · Beedcell 4700004673

distance 0.202 · cross-district

#17 · Punecell 4900008422

distance 0.202

#18 · Punecell 4900005910

distance 0.203

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":4900008534}}}'

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.