Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660000409

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960010334

distance 0.238 · cross-district

#2 · Solapurcell 4960009467

distance 0.242 · cross-district

#3 · Ahmednagarcell 4660001435

distance 0.243

#4 · Dhulecell 4740004538

distance 0.263 · cross-district

#5 · Hingolicell 4770002897

distance 0.281 · cross-district

#6 · Beedcell 4700005240

distance 0.283 · cross-district

#7 · Chandrapurcell 4730003991

distance 0.291 · cross-district

#8 · Jalgaoncell 4780006689

distance 0.294 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690000724

distance 0.296 · cross-district

#10 · Amravaticell 4680006439

distance 0.301 · cross-district

#11 · Punecell 4900004169

distance 0.301 · cross-district

#12 · Buldhanacell 4720000873

distance 0.305 · cross-district

#13 · Laturcell 4810005527

distance 0.308 · cross-district

#14 · Solapurcell 4960004957

distance 0.31 · cross-district

#15 · Punecell 4900005282

distance 0.31 · cross-district

#16 · Amravaticell 4680002505

distance 0.312 · cross-district

#17 · Jalgaoncell 4780006980

distance 0.313 · cross-district

#18 · Parbhanicell 4890001403

distance 0.314 · 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":4660000409}}}'

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.