Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003760

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008013

distance 0.322 · cross-district

#2 · Punecell 4900001576

distance 0.338

#3 · Akolacell 4670002000

distance 0.344 · cross-district

#4 · Akolacell 4670002265

distance 0.359 · cross-district

#5 · Kolhapurcell 4800005140

distance 0.368 · cross-district

#6 · Solapurcell 4960010047

distance 0.371 · cross-district

#7 · Amravaticell 4680002788

distance 0.381 · cross-district

#8 · Amravaticell 4680002588

distance 0.385 · cross-district

#9 · Nandedcell 4850003512

distance 0.39 · cross-district

#10 · Ahmednagarcell 4660012304

distance 0.397 · cross-district

#11 · Ahmednagarcell 4660004855

distance 0.398 · cross-district

#12 · Sataracell 4940004719

distance 0.402 · cross-district

#13 · Nagpurcell 4840004491

distance 0.41 · cross-district

#14 · Sataracell 4940004346

distance 0.411 · cross-district

#15 · Sataracell 4940008116

distance 0.412 · cross-district

#16 · Nashikcell 4870002262

distance 0.414 · cross-district

#17 · Nashikcell 4870003646

distance 0.415 · cross-district

#18 · Kolhapurcell 4800004094

distance 0.421 · 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":4900003760}}}'

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.