Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660002621

The MH-36 locality cells most similar to this Ahmednagar 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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004255

distance 0.275 · cross-district

#2 · Punecell 4900009818

distance 0.306 · cross-district

#3 · Jalgaoncell 4780007985

distance 0.318 · cross-district

#4 · Solapurcell 4960004710

distance 0.328 · cross-district

#5 · Solapurcell 4960005402

distance 0.333 · cross-district

#6 · Sanglicell 4930005819

distance 0.36 · cross-district

#7 · Nashikcell 4870006505

distance 0.367 · cross-district

#8 · Ahmednagarcell 4660000408

distance 0.368

#9 · Punecell 4900005414

distance 0.382 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002066

distance 0.387 · cross-district

#11 · Nandedcell 4850001346

distance 0.388 · cross-district

#12 · Kolhapurcell 4800001828

distance 0.39 · cross-district

#13 · Jalgaoncell 4780004043

distance 0.392 · cross-district

#14 · Sanglicell 4930004279

distance 0.392 · cross-district

#15 · Punecell 4900006178

distance 0.394 · cross-district

#16 · Jalgaoncell 4780004616

distance 0.395 · cross-district

#17 · Jalnacell 4790000391

distance 0.396 · cross-district

#18 · Sataracell 4940003596

distance 0.401 · 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":466,"cluster_id":4660002621}}}'

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.