Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002795

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002956

distance 0.309

#2 · Nashikcell 4870003633

distance 0.348 · cross-district

#3 · Laturcell 4810002345

distance 0.375 · cross-district

#4 · Solapurcell 4960010978

distance 0.393 · cross-district

#5 · Punecell 4900006178

distance 0.408

#6 · Jalgaoncell 4780007985

distance 0.411 · cross-district

#7 · Punecell 4900009818

distance 0.417

#8 · Ahmednagarcell 4660002621

distance 0.438 · cross-district

#9 · Nandedcell 4850004275

distance 0.439 · cross-district

#10 · Dharashivcell 4880000373

distance 0.439 · cross-district

#11 · Sanglicell 4930005819

distance 0.444 · cross-district

#12 · Nagpurcell 4840007426

distance 0.455 · cross-district

#13 · Jalgaoncell 4780004616

distance 0.458 · cross-district

#14 · Dharashivcell 4880001066

distance 0.461 · cross-district

#15 · Sataracell 4940003596

distance 0.461 · cross-district

#16 · Sataracell 4940008189

distance 0.469 · cross-district

#17 · Solapurcell 4960011060

distance 0.471 · cross-district

#18 · Beedcell 4700008850

distance 0.474 · 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":4900002795}}}'

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.