Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001594

The MH-36 locality cells most similar to this Parbhani 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001515

distance 0.128

#2 · Parbhanicell 4890001116

distance 0.161

#3 · Parbhanicell 4890001602

distance 0.166

#4 · Parbhanicell 4890001587

distance 0.171

#5 · Ahmednagarcell 4660009273

distance 0.209 · cross-district

#6 · Buldhanacell 4720002152

distance 0.222 · cross-district

#7 · Ahmednagarcell 4660009448

distance 0.231 · cross-district

#8 · Parbhanicell 4890003327

distance 0.232

#9 · Parbhanicell 4890003163

distance 0.233

#10 · Ahmednagarcell 4660008278

distance 0.234 · cross-district

#11 · Ahmednagarcell 4660010453

distance 0.235 · cross-district

#12 · Ahmednagarcell 4660008764

distance 0.236 · cross-district

#13 · Ahmednagarcell 4660010290

distance 0.237 · cross-district

#14 · Buldhanacell 4720001460

distance 0.239 · cross-district

#15 · Beedcell 4700005142

distance 0.241 · cross-district

#16 · Parbhanicell 4890003337

distance 0.243

#17 · Jalnacell 4790003387

distance 0.244 · cross-district

#18 · Jalnacell 4790003904

distance 0.245 · 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":489,"cluster_id":4890001594}}}'

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.