Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013354

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

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013356

distance 0.247

#2 · Punecell 4900013351

distance 0.254

#3 · Ahmednagarcell 4660008487

distance 0.26 · cross-district

#4 · Punecell 4900013027

distance 0.261

#5 · Punecell 4900013333

distance 0.261

#6 · Ahmednagarcell 4660010504

distance 0.288 · cross-district

#7 · Sataracell 4940008545

distance 0.298 · cross-district

#8 · Punecell 4900013355

distance 0.303

#9 · Nashikcell 4870000733

distance 0.305 · cross-district

#10 · Ahmednagarcell 4660009495

distance 0.308 · cross-district

#11 · Punecell 4900013330

distance 0.31

#12 · Ahmednagarcell 4660007128

distance 0.316 · cross-district

#13 · Nashikcell 4870000166

distance 0.318 · cross-district

#14 · Nashikcell 4870002070

distance 0.321 · cross-district

#15 · Nashikcell 4870000790

distance 0.321 · cross-district

#16 · Nashikcell 4870000812

distance 0.324 · cross-district

#17 · Nashikcell 4870004368

distance 0.325 · cross-district

#18 · Ahmednagarcell 4660010991

distance 0.325 · 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":4900013354}}}'

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.