Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660002021

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002417

distance 0.269

#2 · Ahmednagarcell 4660002416

distance 0.295

#3 · Beedcell 4700003001

distance 0.314 · cross-district

#4 · Dharashivcell 4880004407

distance 0.314 · cross-district

#5 · Ahmednagarcell 4660002855

distance 0.314

#6 · Beedcell 4700002154

distance 0.325 · cross-district

#7 · Ahmednagarcell 4660002115

distance 0.335

#8 · Ahmednagarcell 4660006702

distance 0.344

#9 · Ahmednagarcell 4660006700

distance 0.344

#10 · Dhulecell 4740002795

distance 0.346 · cross-district

#11 · Ahmednagarcell 4660001510

distance 0.35

#12 · Dhulecell 4740002701

distance 0.351 · cross-district

#13 · Dharashivcell 4880005884

distance 0.36 · cross-district

#14 · Ahmednagarcell 4660002699

distance 0.364

#15 · Sanglicell 4930003788

distance 0.364 · cross-district

#16 · Dharashivcell 4880004493

distance 0.365 · cross-district

#17 · Dharashivcell 4880002022

distance 0.365 · cross-district

#18 · Dharashivcell 4880005628

distance 0.367 · 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":4660002021}}}'

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.