Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004874

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004624

distance 0.11

#2 · Buldhanacell 4720003514

distance 0.141 · cross-district

#3 · Jalnacell 4790003756

distance 0.143 · cross-district

#4 · Jalnacell 4790002735

distance 0.144 · cross-district

#5 · Buldhanacell 4720003825

distance 0.145 · cross-district

#6 · Jalnacell 4790003243

distance 0.147 · cross-district

#7 · Parbhanicell 4890004975

distance 0.148

#8 · Parbhanicell 4890005186

distance 0.149

#9 · Parbhanicell 4890004558

distance 0.15

#10 · Parbhanicell 4890004626

distance 0.151

#11 · Parbhanicell 4890004691

distance 0.154

#12 · Parbhanicell 4890005337

distance 0.155

#13 · Parbhanicell 4890004299

distance 0.156

#14 · Parbhanicell 4890005094

distance 0.156

#15 · Buldhanacell 4720005238

distance 0.157 · cross-district

#16 · Parbhanicell 4890005282

distance 0.157

#17 · Parbhanicell 4890003950

distance 0.158

#18 · Jalnacell 4790003750

distance 0.158 · 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":4890004874}}}'

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.