Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012483

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012277

distance 0.198

#2 · Punecell 4900013001

distance 0.242

#3 · Punecell 4900013144

distance 0.259

#4 · Ahmednagarcell 4660012135

distance 0.274 · cross-district

#5 · Punecell 4900012618

distance 0.277

#6 · Punecell 4900013064

distance 0.28

#7 · Punecell 4900013000

distance 0.285

#8 · Nashikcell 4870000597

distance 0.287 · cross-district

#9 · Ahmednagarcell 4660007279

distance 0.288 · cross-district

#10 · Punecell 4900012271

distance 0.292

#11 · Punecell 4900012257

distance 0.296

#12 · Ahmednagarcell 4660007427

distance 0.298 · cross-district

#13 · Punecell 4900012076

distance 0.299

#14 · Punecell 4900012327

distance 0.3

#15 · Ahmednagarcell 4660012445

distance 0.3 · cross-district

#16 · Nashikcell 4870000222

distance 0.303 · cross-district

#17 · Punecell 4900012546

distance 0.303

#18 · Sataracell 4940008875

distance 0.306 · 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":4900012483}}}'

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.