Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660005035

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 10 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005350

distance 0.297

#2 · Punecell 4900010018

distance 0.319 · cross-district

#3 · Sataracell 4940000717

distance 0.329 · cross-district

#4 · Nashikcell 4870010843

distance 0.337 · cross-district

#5 · Sataracell 4940004465

distance 0.341 · cross-district

#6 · Ahmednagarcell 4660005239

distance 0.359

#7 · Ahmednagarcell 4660005466

distance 0.378

#8 · Ahmednagarcell 4660012146

distance 0.395

#9 · Sanglicell 4930000341

distance 0.395 · cross-district

#10 · Sataracell 4940008012

distance 0.415 · cross-district

#11 · Ahmednagarcell 4660005467

distance 0.44

#12 · Solapurcell 4960004907

distance 0.443 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003104

distance 0.444 · cross-district

#14 · Amravaticell 4680002059

distance 0.451 · cross-district

#15 · Nashikcell 4870002605

distance 0.456 · cross-district

#16 · Beedcell 4700005407

distance 0.456 · cross-district

#17 · Amravaticell 4680006291

distance 0.458 · cross-district

#18 · Jalgaoncell 4780005608

distance 0.458 · 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":4660005035}}}'

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.