Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004237

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003929

distance 0.108

#2 · Buldhanacell 4720004284

distance 0.132 · cross-district

#3 · Parbhanicell 4890004214

distance 0.134

#4 · Parbhanicell 4890004757

distance 0.135

#5 · Parbhanicell 4890003620

distance 0.141

#6 · Parbhanicell 4890003947

distance 0.144

#7 · Jalnacell 4790004017

distance 0.145 · cross-district

#8 · Jalnacell 4790004100

distance 0.146 · cross-district

#9 · Jalnacell 4790002815

distance 0.146 · cross-district

#10 · Parbhanicell 4890004667

distance 0.149

#11 · Jalnacell 4790003441

distance 0.15 · cross-district

#12 · Solapurcell 4960002450

distance 0.15 · cross-district

#13 · Jalnacell 4790003843

distance 0.151 · cross-district

#14 · Parbhanicell 4890001208

distance 0.151

#15 · Parbhanicell 4890005410

distance 0.152

#16 · Jalnacell 4790002346

distance 0.153 · cross-district

#17 · Parbhanicell 4890003758

distance 0.154

#18 · Jalnacell 4790003673

distance 0.154 · 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":4890004237}}}'

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.