Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004095

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005448

distance 0.175 · cross-district

#2 · Amravaticell 4680004218

distance 0.179 · cross-district

#3 · Parbhanicell 4890003888

distance 0.181

#4 · Parbhanicell 4890004065

distance 0.19

#5 · Buldhanacell 4720006152

distance 0.193 · cross-district

#6 · Parbhanicell 4890005171

distance 0.194

#7 · Amravaticell 4680002331

distance 0.196 · cross-district

#8 · Parbhanicell 4890001417

distance 0.201

#9 · Parbhanicell 4890005392

distance 0.202

#10 · Jalnacell 4790003095

distance 0.206 · cross-district

#11 · Amravaticell 4680003923

distance 0.212 · cross-district

#12 · Hingolicell 4770001568

distance 0.212 · cross-district

#13 · Parbhanicell 4890004324

distance 0.213

#14 · Jalnacell 4790002316

distance 0.215 · cross-district

#15 · Buldhanacell 4720005129

distance 0.221 · cross-district

#16 · Jalnacell 4790002589

distance 0.222 · cross-district

#17 · Parbhanicell 4890004265

distance 0.224

#18 · Jalnacell 4790004180

distance 0.225 · 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":4890004095}}}'

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.